Index Flows Calculator
Equity Capital Markets Intelligence
Passive Fund Intelligence
Lock-Up Tracker
Fast Entry Calculator
Master’s Project - AppEase
Equity Capital Markets Intelligence
Product Type:
Web App
Roles:
Product Designer
Design Engineer
Tools Used:
Retool
Figma
Time period:
04/2025 - Ongoing
Overview
A platform for Equity Capital Markets professionals that consolidated separate applications into one cohesive experience. I led both the UX/UI design and front-end implementation using Retool, bridging design and engineering to deliver a unified ECM platform that improved usability and efficiency across workflows.
Role
Product DesignerDesign Engineer (Retool)
Team
3x Backend Engineers
Users
36 active repeat users in the month of October 2025
Project Impact
81% increase in product usage after launch Q2 → Q3
Outcome & Impact
- Increased overall usage by 81% (tracked via FullStory and internal analytics).
- Improved workflow efficiency for ECM users by reducing context switching.
- Boosted product trials and sales.
- Established a scalable foundation for future ECM product enhancements.
Quarterly Repeated Usage Metrics as of October 2025
1
Low prior combined usage score of standalone products.
2
Beta rolled out to users June 2025 with usage for that quarter showing and increase of 81%.
3
Metrics for current quarter still being calculated but likely to meet / surpass previous quarter.
Project Start
Challenge
ECM professionals were relying on multiple standalone tools that didn’t communicate with each other. Switching between them disrupted workflows and made it hard to see the bigger picture. The challenge was to unify these tools into a seamless, data-driven experience that could scale and deliver value across teams.
Goals
- Combine applications into one platform.
- Create a home dashboard providing an at-a-glance market overview.
- Simplify navigation and reduce workflow friction.
- Increase usage across products.
Constraints
- Retool’s rigid structure needed to be worked around.
- Complex data structures and multiple data sources.
- Need to preserve functionality from existing tools while improving usability.
Research & Discovery
- Collaboration with analysts, client team and their analytics tools, and internal stakeholders helped me understand user goals and pain points.
- These findings shaped product vision, a single hub where users can access ECM insights, tools, and data without losing context.
Stakeholders
Conducted research sessions
- Gained clarity on business goals such as improving adoption rates, reducing support overhead, and simplifying the sales narrative around the product suite.
Planned high-level framework
- Collaborated to align user needs with commercial objectives along with possible pathways that could increase usage and repeated engagement.
Corporate Actions / ECM Analysts
Conducted research sessions
- Learned how fragmented tools were slowing down daily workflows and making it difficult to maintain context across products.
Conducted user tests
- Observed that users relied heavily on multiple browser tabs and external sheets to cross-reference data; highlighted the need for a single integrated workspace.
Client Team / Analytics Tools
Client query and request analysis
- Identified recurring frustrations around inconsistent navigation and missing data links.
- Insights from this analysis shaped early design priorities, focusing on efficiency and information accessibility.
Information Architecture
- The information architecture of the existing apps needed to be updated in order for them to work in a new IA.
- Findings from the R&D phase made it clear that new features needed to be added to help mesh the products into a coherent space.
App states before any updates:
Index Flows Calculator
Fairly simple standalone app that is continually being improved and upgraded with complex features.
IPO Tracker
Lock-Up Tracker
Standalone app split into two sections that use overlapping data sources. The Lock-Up Tracker is continually being updated.
Calendar
Simple Calendar app that is free to use for all clients.
Additional pages and updates required:
Homepage Dashboard
To show a high-level data overview for:
- Upcoming IPOs
- Lock-Up Expiries
- Index Flows
- Calendar dates
- Section for company produced Insights to be accessible.
Newsfeed
A place for worldwide news on ECM related deals to be displayed.
The tool would also be a way to increase engagement and draw users back to the platform.
Calendar
Modify default content to show data most relevant to our ECM user base.
Last Minute Request
- An additional page needed to be integrated into the Index Flows Calculator to show company forecasts of interest to users - ‘Forecasts for Announced Deals’.
- This meant increasing the scope of the Index Flows Calculator section of the platform to incorporate this additional page.
With all things considered, including Retool constraints on app performance, I put together the following IA:
New Features
Existing Apps
Insights Dashboard
Insights Reader View
Newsfeed
Index Flows
Forecasts for Announced Deals
Index Flows Calculator
IPO Tracker
Lock-Up Tracker
Calendar
Design & Iteration
- Using Figma designs were made using our design system so prototypes could be built quickly.
- Flows tested with a focus on clarity, modularity, quick scanning and reducing clicks to key actions.
- Designs iterations were based on feedback from stakeholders, analysts, and client teams to refine navigation and presentation.
Design Engineering Requirement
The product had to be built in Retool. Designs needed to adhere to its limitations and my developing knowledge of Retool workarounds.
Usability Testing & Feedback Loops - Short feedback cycles
Prototype
Using design system
Test
Observed task flows
Tweak
Based on friction points
Initial Iterations
Insights
Newsfeed
Index Flows
IPO Tracker
Lock-Up Tracker
Calendar
M
Insights
Date
Title
2025-05-06
SailPoint IPO: Lock-Ups, Future Offerings, and Index Implications
SailPoint has fallen c. 30% since its February IPO despite strong analyst coverage and cybersecurity sector tailwinds. Our analysis examines the IPO structure, post-listing trading patterns price behaviour and key upcoming catalysts.
2025-04-06
ServiceTitan IPO - Lock-Up Expiry Exit Risk
ServiceTitan (TTAN US) is trading near all-time highs following an in demand IPO, defying a broader market and sector downturn. Despite this performance, the upcoming lock-up expiry creates a window for early VC investors to begin monetising their stakes. This insight outlines...
2025-04-06
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2025-04-06
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2025-04-06
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2025-04-06
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Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate.
2025-04-06
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Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate.
2025-04-06
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Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate.
2025-04-06
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Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate.
Upcoming IPOs
Company
02865
DKHH
02589
01333
SMARUNAYA
351A
355A
355A
355A
355A
347A
IPO Date
2025-05-08
2025-05-08
2025-05-08
2025-05-07
2025-05-07
2025-04-18
2025-04-18
2025-04-18
2025-04-18
2025-04-18
2025-04-18
Exchange
SEHK
JSE
SEHK
SEHK
SEHK
NSE
TSE
TSE
TSE
TSE
TSE
Size USD (m)
$181.09
$4.23
$35.16
$20.19
$4.03
Upcoming Lock-Up Expiries
Company
AMTM UN
BEAM UQ
ELI BB
FG UN
HUMA UW
MLYS UQ
PRMB UN
PRMB UN
PRMB UN
HSPTU
Entity Type
Directors
Equity Security Holders
Executive Officers
Option Holders
Executive Officers
Initial Stockholders
Underwriters
Underwriters
Underwriters
Underwriters
Expiry Date
2025-03-21
2025-03-21
2025-03-26
2025-03-21
2025-03-26
2025-03-21
2025-03-21
2025-03-21
2025-03-21
2025-03-21
No. of Shares (m)
2.10
0.63
0.51
0.27
1.82
0.33
0.98
0.98
0.98
0.12
Calendar
ECM Deal Table
ECM Index Flows
Ticker
Trade Date
Demand USD
Demand ADV
AMTM UN
2025-03-28
$59.56m
1.28
BEAM UQ
2025-03-28
$14.49m
0.34
ELI BB
2025-03-28
$13.67m
0.60
FG UN
2025-03-28
$5.29m
0.70
HUMA UW
2025-03-28
$0.54m
0.09
MLYS UQ
2025-03-28
$7.54m
0.46
PRMB UN
2025-03-28
$52.71m
0.45
LTMC
2025-05-13
$14.74m
1.33
LTMC
2025-05-13
$14.74m
1.33
LTMC
2025-05-13
$14.74m
1.33
Insights
Newsfeed
Index Flows
IPO Tracker
Lock-Up Tracker
Calendar
M
Upcoming IPOs
Company
02865
DKHH
02589
01333
SMARUNAYA
351A
355A
355A
355A
355A
347A
IPO Date
2025-05-08
2025-05-08
2025-05-08
2025-05-07
2025-05-07
2025-04-18
2025-04-18
2025-04-18
2025-04-18
2025-04-18
2025-04-18
Exchange
SEHK
JSE
SEHK
SEHK
SEHK
NSE
TSE
TSE
TSE
TSE
TSE
Size USD (m)
$181.09
$4.23
$35.16
$20.19
$4.03
Newsfeed
ECM Deal Table
Insights
Date
Title
2025-05-06
SailPoint IPO: Lock-Ups, Future Offerings, and Index Implications
SailPoint has fallen c. 30% since its February IPO despite strong analyst coverage and cybersecurity sector tailwinds. Our analysis examines the IPO structure, post-listing trading patterns price behaviour and key upcoming catalysts.
2025-04-06
ServiceTitan IPO - Lock-Up Expiry Exit Risk
ServiceTitan (TTAN US) is trading near all-time highs following an in demand IPO, defying a broader market and sector downturn. Despite this performance, the upcoming lock-up expiry creates a window for early VC investors to begin monetising their stakes. This insight outlines who the immediate supply-side risks are, future exit catalysts, and potential trade ideas...
2025-04-06
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Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur. Excepteur sint
2025-04-06
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate.
2025-04-06
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Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur.
2025-04-06
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in
2025-04-06
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur.
Upcoming Lock-Up Expiries
Company
AMTM UN
BEAM UQ
ELI BB
FG UN
HUMA UW
MLYS UQ
PRMB UN
PRMB UN
PRMB UN
HSPTU
Entity Type
Directors
Equity Security Holders
Executive Officers
Option Holders
Executive Officers
Initial Stockholders
Underwriters
Underwriters
Underwriters
Underwriters
Expiry Date
2025-03-21
2025-03-21
2025-03-26
2025-03-21
2025-03-26
2025-03-21
2025-03-21
2025-03-21
2025-03-21
2025-03-21
No. of Shares (m)
2.10
0.63
0.51
0.27
1.82
0.33
0.98
0.98
0.98
0.12
ECM Index Flows
Ticker
Trade Date
Demand USD
Demand ADV
AMTM UN
2025-03-28
$59.56m
1.28
BEAM UQ
2025-03-28
$14.49m
0.34
ELI BB
2025-03-28
$13.67m
0.60
FG UN
2025-03-28
$5.29m
0.70
HUMA UW
2025-03-28
$0.54m
0.09
MLYS UQ
2025-03-28
$7.54m
0.46
PRMB UN
2025-03-28
$52.71m
0.45
LTMC
2025-05-13
$14.74m
1.33
LTMC
2025-05-13
$14.74m
1.33
LTMC
2025-05-13
$14.74m
1.33
Insights
Newsfeed
Index Flows
IPO Tracker
Lock-Up Tracker
Calendar
M
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2025-10-27 17:14
2025-10-27
Lenskart Solutions, backed by SoftBank, plans to raise ₹8,929 million in India IPO as the book-building process begins with a price band of ₹6,382-402 per share.
-
wsj.com
Lenskart Solutions Ltd
IPO
BOOKBUILD
India
ASIA PACIFIC
$2.0M
2025-10-27 17:14
2025-10-27
SoftBank-backed Lenskart Solutions Limited files for India's IPO to raise up to ₹7,278 crore at ₹362-₹402 per share.
-
wsj.com
Lenskart Solutions Limited
IPO
BOOKBUILD
India
ASIA PACIFIC
$24.81M
2025-10-27 17:14
2025-10-27
Seres Group Co Ltd plans to raise up to HK$13.13 billion (US$1.7 billion) in a Hong Kong listing by selling 100.2 million H-shares at up to HK$131.
601127 CH
wsj.com
Seres Group Co Ltd
IPO
BOOKBUILD
Hong Kong
ASIA PACIFIC
1.7B
2025-10-27 17:14
2025-10-27
SoftBank-backed Lenskart Solutions to raise up to USD $28 million in India IPOs price band set at ₹382-₹402 per share.
-
wsj.com
Lenskart Solutions Limited
IPO
ANNOUNCED
India
ASIA PACIFIC
$24.81M
2025-10-27 17:14
2025-10-27
SoftBank-backed Lenskart Solutions to raise up to USD $28 million in India IPOs price band set at ₹382-₹402 per share.
-
wsj.com
Lenskart Solutions Limited
IPO
ANNOUNCED
India
ASIA PACIFIC
$24.81M
2025-10-27 17:14
2025-10-27
SoftBank-backed Lenskart Solutions to raise up to USD $28 million in India IPOs price band set at ₹382-₹402 per share.
601127 CH
wsj.com
Lenskart Solutions Limited
IPO
ANNOUNCED
India
ASIA PACIFIC
$24.81M
2025-10-27 17:14
2025-10-27
SoftBank-backed Lenskart Solutions to raise up to USD $28 million in India IPOs price band set at ₹382-₹402 per share.
-
wsj.com
Lenskart Solutions Limited
IPO
ANNOUNCED
India
ASIA PACIFIC
$24.81M
2025-10-27 17:14
2025-10-27
SoftBank-backed Lenskart Solutions to raise up to USD $28 million in India IPOs price band set at ₹382-₹402 per share.
-
wsj.com
Lenskart Solutions Limited
IPO
ANNOUNCED
India
ASIA PACIFIC
$24.81M
2025-10-27 17:14
2025-10-27
SoftBank-backed Lenskart Solutions to raise up to USD $28 million in India IPOs price band set at ₹382-₹402 per share.
601127 CH
wsj.com
Lenskart Solutions Limited
IPO
ANNOUNCED
India
ASIA PACIFIC
$24.81M
2025-10-27 17:14
2025-10-27
SoftBank-backed Lenskart Solutions to raise up to USD $28 million in India IPOs price band set at ₹382-₹402 per share.
-
wsj.com
Lenskart Solutions Limited
IPO
ANNOUNCED
India
ASIA PACIFIC
$24.81M
2025-10-27 17:14
2025-10-27
SoftBank-backed Lenskart Solutions to raise up to USD $28 million in India IPOs price band set at ₹382-₹402 per share.
601127 CH
wsj.com
Lenskart Solutions Limited
IPO
ANNOUNCED
India
ASIA PACIFIC
$24.81M
2025-10-27 17:14
2025-10-27
SoftBank-backed Lenskart Solutions to raise up to USD $28 million in India IPOs price band set at ₹382-₹402 per share.
601127 CH
wsj.com
Lenskart Solutions Limited
IPO
ANNOUNCED
India
ASIA PACIFIC
$24.81M
2025-10-27 17:14
2025-10-27
SoftBank-backed Lenskart Solutions to raise up to USD $28 million in India IPOs price band set at ₹382-₹402 per share.
601127 CH
wsj.com
Lenskart Solutions Limited
IPO
ANNOUNCED
India
ASIA PACIFIC
$24.81M
2025-10-27 17:14
2025-10-27
SoftBank-backed Lenskart Solutions to raise up to USD $28 million in India IPOs price band set at ₹382-₹402 per share.
601127 CH
wsj.com
Lenskart Solutions Limited
IPO
ANNOUNCED
India
ASIA PACIFIC
$24.81M
2025-10-27 17:14
2025-10-27
SoftBank-backed Lenskart Solutions to raise up to USD $28 million in India IPOs price band set at ₹382-₹402 per share.
-
wsj.com
Lenskart Solutions Limited
IPO
ANNOUNCED
India
ASIA PACIFIC
$24.81M
2025-10-27 17:14
2025-10-27
SoftBank-backed Lenskart Solutions to raise up to USD $28 million in India IPOs price band set at ₹382-₹402 per share.
-
wsj.com
Lenskart Solutions Limited
IPO
ANNOUNCED
India
ASIA PACIFIC
$24.81M
2025-10-27 17:14
2025-10-27
SoftBank-backed Lenskart Solutions to raise up to USD $28 million in India IPOs price band set at ₹382-₹402 per share.
601127 CH
wsj.com
Lenskart Solutions Limited
IPO
ANNOUNCED
India
ASIA PACIFIC
$24.81M
2025-10-27 17:14
2025-10-27
SoftBank-backed Lenskart Solutions to raise up to USD $28 million in India IPOs price band set at ₹382-₹402 per share.
-
wsj.com
Lenskart Solutions Limited
IPO
ANNOUNCED
India
ASIA PACIFIC
$24.81M
2025-10-27 17:14
2025-10-27
SoftBank-backed Lenskart Solutions to raise up to USD $28 million in India IPOs price band set at ₹382-₹402 per share.
-
wsj.com
Lenskart Solutions Limited
IPO
ANNOUNCED
India
ASIA PACIFIC
$24.81M
2025-10-27 17:14
2025-10-27
SoftBank-backed Lenskart Solutions to raise up to USD $28 million in India IPOs price band set at ₹382-₹402 per share.
601127 CH
wsj.com
Lenskart Solutions Limited
IPO
ANNOUNCED
India
ASIA PACIFIC
$24.81M
2025-10-27 17:14
2025-10-27
SoftBank-backed Lenskart Solutions to raise up to USD $28 million in India IPOs price band set at ₹382-₹402 per share.
601127 CH
wsj.com
Lenskart Solutions Limited
IPO
ANNOUNCED
India
ASIA PACIFIC
$24.81M
2025-10-27 17:14
2025-10-27
SoftBank-backed Lenskart Solutions to raise up to USD $28 million in India IPOs price band set at ₹382-₹402 per share.
601127 CH
wsj.com
Lenskart Solutions Limited
IPO
ANNOUNCED
India
ASIA PACIFIC
$24.81M
2025-10-27 17:14
2025-10-27
SoftBank-backed Lenskart Solutions to raise up to USD $28 million in India IPOs price band set at ₹382-₹402 per share.
601127 CH
wsj.com
Lenskart Solutions Limited
IPO
ANNOUNCED
India
ASIA PACIFIC
$24.81M
2025-10-27 17:14
2025-10-27
SoftBank-backed Lenskart Solutions to raise up to USD $28 million in India IPOs price band set at ₹382-₹402 per share.
-
wsj.com
Lenskart Solutions Limited
IPO
ANNOUNCED
India
ASIA PACIFIC
$24.81M
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99.0%
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2025-10-24
2025-10-22
2025-10-24
99.0%
0.07m
$0.80m
0.06
$0.79m
NRIX UQ
MSCI DM
Nurix Therapeutics - Equity Offering
US(SLMI.) sh+ f
2025-10-24
2025-10-22
2025-10-24
99.0%
0.07m
$0.80m
0.06
$0.79m
NRIX UQ
MSCI DM
Nurix Therapeutics - Equity Offering
US(SLMI.) sh+ f
2025-10-24
2025-10-22
2025-10-24
99.0%
0.07m
$0.80m
0.06
$0.79m
NRIX UQ
MSCI DM
Nurix Therapeutics - Equity Offering
US(SLMI.) sh+ f
2025-10-24
2025-10-22
2025-10-24
99.0%
0.07m
$0.80m
0.06
$0.79m
Forecasts at Index Review
Ticker
Series
Event Name
Action
Prediction Date
Index Announc...
Index Trade D...
Conviction
Demand Shar...
Demand USD
Demand ADV
Adj. Demand ...
SAIIFE IS
MSCI EM
Sa-Link Revenues - Equity Offering
IN(SRAI.) I+
2025-10-24
2025-10-20
2025-10-24
99.0%
0.81m
$3.03m
0.14
$3.68m
100 CT
MSCI EM
Lensar Minas - Equity Offering
CA(SLMI.) +
2025-10-24
2025-10-22
2025-10-24
99.0%
0.81m
$3.03m
0.14
$3.68m
002920 C2
MSCI EM
Huzhou Dexiy SV Auto - Equity Offering
CN(STD) sh+
2025-10-24
2025-10-22
2025-10-24
99.0%
0.13m
$3.43m
0.02
$3.40m
VRDN UR
MSCI DM
Viridian Therapeutics - Equity Offering
US(SLMI.) sh+
2025-10-24
2025-10-22
2025-10-24
99.0%
0.08m
$1.84m
0.08
$1.89m
NRIX UQ
MSCI DM
Nurix Therapeutics - Equity Offering
US(SLMI.) sh+ f
2025-10-24
2025-10-22
2025-10-24
99.0%
0.07m
$0.80m
0.06
$0.79m
NRIX UQ
MSCI DM
Nurix Therapeutics - Equity Offering
US(SLMI.) sh+ f
2025-10-24
2025-10-22
2025-10-24
99.0%
0.07m
$0.80m
0.06
$0.79m
NRIX UQ
MSCI DM
Nurix Therapeutics - Equity Offering
US(SLMI.) sh+ f
2025-10-24
2025-10-22
2025-10-24
99.0%
0.07m
$0.80m
0.06
$0.79m
NRIX UQ
MSCI DM
Nurix Therapeutics - Equity Offering
US(SLMI.) sh+ f
2025-10-24
2025-10-22
2025-10-24
99.0%
0.07m
$0.80m
0.06
$0.79m
NRIX UQ
MSCI DM
Nurix Therapeutics - Equity Offering
US(SLMI.) sh+ f
2025-10-24
2025-10-22
2025-10-24
99.0%
0.07m
$0.80m
0.06
$0.79m
ECM Intelligence Dashboard Concept
- Reusable components for scalability, user customisation and Retool constraints.
- Compressed visual hierarchy.
- Consistent data presentation to adhere to brand theme.
- Observed users switching tabs to cross-reference data; iterations focused on integrated context views.
Implementation & Launch
- Built the production front end in Retool, implementing components with HTML, CSS, and JavaScript while utilising AI-assisted code to accelerate development. Delivered production-ready UI and handled QA for front-end flows.
- Translated Figma components into Retool with performance-minded workarounds for platform constraints.
- Delivered production-ready UI and handled QA for front-end flows.
- Beta product was launched to users. Those using standalone versions of products were migrated to the new platform.
ECM Intelligence Dashboard in Production
Key Learnings
- How to manage multiple interconnected products under one unified design system.
- The value of early technical collaboration when working within platform constraints (like Retool).
- How to integrate AI tools effectively to improve speed and code quality.
- The importance of designing for scalability and flexibility when products evolve continuously.
- How to translate user feedback into measurable design improvements post-launch.
- If I were to do it again, I’d invest more time early on collaborating with Retool’s support team to better understand technical limitations — which would have accelerated delivery and reduced friction during implementation.
Index Flows Calculator
Equity Capital Markets Intelligence
Passive Fund Intelligence
Lock-Up Tracker
Fast Entry Calculator
Master’s Project - AppEase
Equity Capital Markets Intelligence
Product Type:
Web App
Roles:
Product Designer
Design Engineer
Tools Used:
Retool
Figma
Time period:
04/2025 - Ongoing
Overview
A platform for Equity Capital Markets professionals that consolidated separate applications into one cohesive experience. I led both the UX/UI design and front-end implementation using Retool, bridging design and engineering to deliver a unified ECM platform that improved usability and efficiency across workflows.
Role
Product DesignerDesign Engineer (Retool)
Team
3x Backend Engineers
Users
36 active repeat users in the month of October 2025
Project Impact
81% increase in product usage after launch Q2 → Q3
Outcome & Impact
- Increased overall usage by 81% (tracked via FullStory and internal analytics).
- Improved workflow efficiency for ECM users by reducing context switching.
- Boosted product trials and sales.
- Established a scalable foundation for future ECM product enhancements.
Quarterly Repeated Usage Metrics as of October 2025
1
Low prior combined usage score of standalone products.
2
Beta rolled out to users June 2025 with usage for that quarter showing and increase of 81%.
3
Metrics for current quarter still being calculated but likely to meet / surpass previous quarter.
Project Start
Challenge
ECM professionals were relying on multiple standalone tools that didn’t communicate with each other. Switching between them disrupted workflows and made it hard to see the bigger picture. The challenge was to unify these tools into a seamless, data-driven experience that could scale and deliver value across teams.
Goals
- Combine applications into one platform.
- Create a home dashboard providing an at-a-glance market overview.
- Simplify navigation and reduce workflow friction.
- Increase usage across products.
Constraints
- Retool’s rigid structure needed to be worked around.
- Complex data structures and multiple data sources.
- Need to preserve functionality from existing tools while improving usability.
Research & Discovery
- Collaboration with analysts, client team and their analytics tools, and internal stakeholders helped me understand user goals and pain points.
- These findings shaped product vision, a single hub where users can access ECM insights, tools, and data without losing context.
Stakeholders
Conducted research sessions
- Gained clarity on business goals such as improving adoption rates, reducing support overhead, and simplifying the sales narrative around the product suite.
Planned high-level framework
- Collaborated to align user needs with commercial objectives along with possible pathways that could increase usage and repeated engagement.
Corporate Actions / ECM Analysts
Conducted research sessions
- Learned how fragmented tools were slowing down daily workflows and making it difficult to maintain context across products.
Conducted user tests
- Observed that users relied heavily on multiple browser tabs and external sheets to cross-reference data; highlighted the need for a single integrated workspace.
Client Team / Analytics Tools
Client query and request analysis
- Identified recurring frustrations around inconsistent navigation and missing data links.
- Insights from this analysis shaped early design priorities, focusing on efficiency and information accessibility.
Information Architecture
- The information architecture of the existing apps needed to be updated in order for them to work in a new IA.
- Findings from the R&D phase made it clear that new features needed to be added to help mesh the products into a coherent space.
App states before any updates:
Index Flows Calculator
Fairly simple standalone app that is continually being improved and upgraded with complex features.
IPO Tracker
Lock-Up Tracker
Standalone app split into two sections that use overlapping data sources. The Lock-Up Tracker is continually being updated.
Calendar
Simple Calendar app that is free to use for all clients.
Additional pages and updates required:
Homepage Dashboard
To show a high-level data overview for:
- Upcoming IPOs
- Lock-Up Expiries
- Index Flows
- Calendar dates
- Section for company produced Insights to be accessible.
Newsfeed
A place for worldwide news on ECM related deals to be displayed.
The tool would also be a way to increase engagement and draw users back to the platform.
Calendar
Modify default content to show data most relevant to our ECM user base.
Last Minute Request
- An additional page needed to be integrated into the Index Flows Calculator to show company forecasts of interest to users - ‘Forecasts for Announced Deals’.
- This meant increasing the scope of the Index Flows Calculator section of the platform to incorporate this additional page.
With all things considered, including Retool constraints on app performance, I put together the following IA:
New Features
Existing Apps
Insights Dashboard
Insights Reader View
Newsfeed
Index Flows
Forecasts for Announced Deals
Index Flows Calculator
IPO Tracker
Lock-Up Tracker
Calendar
Design & Iteration
- Using Figma designs were made using our design system so prototypes could be built quickly.
- Flows tested with a focus on clarity, modularity, quick scanning and reducing clicks to key actions.
- Designs iterations were based on feedback from stakeholders, analysts, and client teams to refine navigation and presentation.
Design Engineering Requirement
The product had to be built in Retool. Designs needed to adhere to its limitations and my developing knowledge of Retool workarounds.
Usability Testing & Feedback Loops - Short feedback cycles
Prototype
Using design system
Test
Observed task flows
Tweak
Based on friction points
Initial Iterations
Insights
Newsfeed
Index Flows
IPO Tracker
Lock-Up Tracker
Calendar
M
Insights
Date
Title
2025-05-06
SailPoint IPO: Lock-Ups, Future Offerings, and Index Implications
SailPoint has fallen c. 30% since its February IPO despite strong analyst coverage and cybersecurity sector tailwinds. Our analysis examines the IPO structure, post-listing trading patterns price behaviour and key upcoming catalysts.
2025-04-06
ServiceTitan IPO - Lock-Up Expiry Exit Risk
ServiceTitan (TTAN US) is trading near all-time highs following an in demand IPO, defying a broader market and sector downturn. Despite this performance, the upcoming lock-up expiry creates a window for early VC investors to begin monetising their stakes. This insight outlines...
2025-04-06
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2025-04-06
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2025-04-06
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2025-04-06
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Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate.
2025-04-06
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2025-04-06
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2025-04-06
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Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate.
Upcoming IPOs
Company
02865
DKHH
02589
01333
SMARUNAYA
351A
355A
355A
355A
355A
347A
IPO Date
2025-05-08
2025-05-08
2025-05-08
2025-05-07
2025-05-07
2025-04-18
2025-04-18
2025-04-18
2025-04-18
2025-04-18
2025-04-18
Exchange
SEHK
JSE
SEHK
SEHK
SEHK
NSE
TSE
TSE
TSE
TSE
TSE
Size USD (m)
$181.09
$4.23
$35.16
$20.19
$4.03
Upcoming Lock-Up Expiries
Company
AMTM UN
BEAM UQ
ELI BB
FG UN
HUMA UW
MLYS UQ
PRMB UN
PRMB UN
PRMB UN
HSPTU
Entity Type
Directors
Equity Security Holders
Executive Officers
Option Holders
Executive Officers
Initial Stockholders
Underwriters
Underwriters
Underwriters
Underwriters
Expiry Date
2025-03-21
2025-03-21
2025-03-26
2025-03-21
2025-03-26
2025-03-21
2025-03-21
2025-03-21
2025-03-21
2025-03-21
No. of Shares (m)
2.10
0.63
0.51
0.27
1.82
0.33
0.98
0.98
0.98
0.12
Calendar
ECM Deal Table
ECM Index Flows
Ticker
Trade Date
Demand USD
Demand ADV
AMTM UN
2025-03-28
$59.56m
1.28
BEAM UQ
2025-03-28
$14.49m
0.34
ELI BB
2025-03-28
$13.67m
0.60
FG UN
2025-03-28
$5.29m
0.70
HUMA UW
2025-03-28
$0.54m
0.09
MLYS UQ
2025-03-28
$7.54m
0.46
PRMB UN
2025-03-28
$52.71m
0.45
LTMC
2025-05-13
$14.74m
1.33
LTMC
2025-05-13
$14.74m
1.33
LTMC
2025-05-13
$14.74m
1.33
Insights
Newsfeed
Index Flows
IPO Tracker
Lock-Up Tracker
Calendar
M
Upcoming IPOs
Company
02865
DKHH
02589
01333
SMARUNAYA
351A
355A
355A
355A
355A
347A
IPO Date
2025-05-08
2025-05-08
2025-05-08
2025-05-07
2025-05-07
2025-04-18
2025-04-18
2025-04-18
2025-04-18
2025-04-18
2025-04-18
Exchange
SEHK
JSE
SEHK
SEHK
SEHK
NSE
TSE
TSE
TSE
TSE
TSE
Size USD (m)
$181.09
$4.23
$35.16
$20.19
$4.03
Newsfeed
ECM Deal Table
Insights
Date
Title
2025-05-06
SailPoint IPO: Lock-Ups, Future Offerings, and Index Implications
SailPoint has fallen c. 30% since its February IPO despite strong analyst coverage and cybersecurity sector tailwinds. Our analysis examines the IPO structure, post-listing trading patterns price behaviour and key upcoming catalysts.
2025-04-06
ServiceTitan IPO - Lock-Up Expiry Exit Risk
ServiceTitan (TTAN US) is trading near all-time highs following an in demand IPO, defying a broader market and sector downturn. Despite this performance, the upcoming lock-up expiry creates a window for early VC investors to begin monetising their stakes. This insight outlines who the immediate supply-side risks are, future exit catalysts, and potential trade ideas...
2025-04-06
Lorem ipsum dolor sit amet, consectetur adipiscing elit
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur. Excepteur sint
2025-04-06
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate.
2025-04-06
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur.
2025-04-06
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in
2025-04-06
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur.
Upcoming Lock-Up Expiries
Company
AMTM UN
BEAM UQ
ELI BB
FG UN
HUMA UW
MLYS UQ
PRMB UN
PRMB UN
PRMB UN
HSPTU
Entity Type
Directors
Equity Security Holders
Executive Officers
Option Holders
Executive Officers
Initial Stockholders
Underwriters
Underwriters
Underwriters
Underwriters
Expiry Date
2025-03-21
2025-03-21
2025-03-26
2025-03-21
2025-03-26
2025-03-21
2025-03-21
2025-03-21
2025-03-21
2025-03-21
No. of Shares (m)
2.10
0.63
0.51
0.27
1.82
0.33
0.98
0.98
0.98
0.12
ECM Index Flows
Ticker
Trade Date
Demand USD
Demand ADV
AMTM UN
2025-03-28
$59.56m
1.28
BEAM UQ
2025-03-28
$14.49m
0.34
ELI BB
2025-03-28
$13.67m
0.60
FG UN
2025-03-28
$5.29m
0.70
HUMA UW
2025-03-28
$0.54m
0.09
MLYS UQ
2025-03-28
$7.54m
0.46
PRMB UN
2025-03-28
$52.71m
0.45
LTMC
2025-05-13
$14.74m
1.33
LTMC
2025-05-13
$14.74m
1.33
LTMC
2025-05-13
$14.74m
1.33
Insights
Newsfeed
Index Flows
IPO Tracker
Lock-Up Tracker
Calendar
M
Ticker / Issuer:
Select
Event Type:
Select
Offer Stage:
Select
Region
Select
Published Date:
From (Date)
-
To (Date)
Processed
Estimated Publish Date
Title
Ticker
Source
Issuer Name
Event Type
Offer Stage
Country
Region
Estimated Offer Siz...
2025-10-27 17:14
2025-10-27
Lenskart Solutions, backed by SoftBank, plans to raise ₹8,929 million in India IPO as the book-building process begins with a price band of ₹6,382-402 per share.
-
wsj.com
Lenskart Solutions Ltd
IPO
BOOKBUILD
India
ASIA PACIFIC
$2.0M
2025-10-27 17:14
2025-10-27
SoftBank-backed Lenskart Solutions Limited files for India's IPO to raise up to ₹7,278 crore at ₹362-₹402 per share.
-
wsj.com
Lenskart Solutions Limited
IPO
BOOKBUILD
India
ASIA PACIFIC
$24.81M
2025-10-27 17:14
2025-10-27
Seres Group Co Ltd plans to raise up to HK$13.13 billion (US$1.7 billion) in a Hong Kong listing by selling 100.2 million H-shares at up to HK$131.
601127 CH
wsj.com
Seres Group Co Ltd
IPO
BOOKBUILD
Hong Kong
ASIA PACIFIC
1.7B
2025-10-27 17:14
2025-10-27
SoftBank-backed Lenskart Solutions to raise up to USD $28 million in India IPOs price band set at ₹382-₹402 per share.
-
wsj.com
Lenskart Solutions Limited
IPO
ANNOUNCED
India
ASIA PACIFIC
$24.81M
2025-10-27 17:14
2025-10-27
SoftBank-backed Lenskart Solutions to raise up to USD $28 million in India IPOs price band set at ₹382-₹402 per share.
-
wsj.com
Lenskart Solutions Limited
IPO
ANNOUNCED
India
ASIA PACIFIC
$24.81M
2025-10-27 17:14
2025-10-27
SoftBank-backed Lenskart Solutions to raise up to USD $28 million in India IPOs price band set at ₹382-₹402 per share.
601127 CH
wsj.com
Lenskart Solutions Limited
IPO
ANNOUNCED
India
ASIA PACIFIC
$24.81M
2025-10-27 17:14
2025-10-27
SoftBank-backed Lenskart Solutions to raise up to USD $28 million in India IPOs price band set at ₹382-₹402 per share.
-
wsj.com
Lenskart Solutions Limited
IPO
ANNOUNCED
India
ASIA PACIFIC
$24.81M
2025-10-27 17:14
2025-10-27
SoftBank-backed Lenskart Solutions to raise up to USD $28 million in India IPOs price band set at ₹382-₹402 per share.
-
wsj.com
Lenskart Solutions Limited
IPO
ANNOUNCED
India
ASIA PACIFIC
$24.81M
2025-10-27 17:14
2025-10-27
SoftBank-backed Lenskart Solutions to raise up to USD $28 million in India IPOs price band set at ₹382-₹402 per share.
601127 CH
wsj.com
Lenskart Solutions Limited
IPO
ANNOUNCED
India
ASIA PACIFIC
$24.81M
2025-10-27 17:14
2025-10-27
SoftBank-backed Lenskart Solutions to raise up to USD $28 million in India IPOs price band set at ₹382-₹402 per share.
-
wsj.com
Lenskart Solutions Limited
IPO
ANNOUNCED
India
ASIA PACIFIC
$24.81M
2025-10-27 17:14
2025-10-27
SoftBank-backed Lenskart Solutions to raise up to USD $28 million in India IPOs price band set at ₹382-₹402 per share.
601127 CH
wsj.com
Lenskart Solutions Limited
IPO
ANNOUNCED
India
ASIA PACIFIC
$24.81M
2025-10-27 17:14
2025-10-27
SoftBank-backed Lenskart Solutions to raise up to USD $28 million in India IPOs price band set at ₹382-₹402 per share.
601127 CH
wsj.com
Lenskart Solutions Limited
IPO
ANNOUNCED
India
ASIA PACIFIC
$24.81M
2025-10-27 17:14
2025-10-27
SoftBank-backed Lenskart Solutions to raise up to USD $28 million in India IPOs price band set at ₹382-₹402 per share.
601127 CH
wsj.com
Lenskart Solutions Limited
IPO
ANNOUNCED
India
ASIA PACIFIC
$24.81M
2025-10-27 17:14
2025-10-27
SoftBank-backed Lenskart Solutions to raise up to USD $28 million in India IPOs price band set at ₹382-₹402 per share.
601127 CH
wsj.com
Lenskart Solutions Limited
IPO
ANNOUNCED
India
ASIA PACIFIC
$24.81M
2025-10-27 17:14
2025-10-27
SoftBank-backed Lenskart Solutions to raise up to USD $28 million in India IPOs price band set at ₹382-₹402 per share.
-
wsj.com
Lenskart Solutions Limited
IPO
ANNOUNCED
India
ASIA PACIFIC
$24.81M
2025-10-27 17:14
2025-10-27
SoftBank-backed Lenskart Solutions to raise up to USD $28 million in India IPOs price band set at ₹382-₹402 per share.
-
wsj.com
Lenskart Solutions Limited
IPO
ANNOUNCED
India
ASIA PACIFIC
$24.81M
2025-10-27 17:14
2025-10-27
SoftBank-backed Lenskart Solutions to raise up to USD $28 million in India IPOs price band set at ₹382-₹402 per share.
601127 CH
wsj.com
Lenskart Solutions Limited
IPO
ANNOUNCED
India
ASIA PACIFIC
$24.81M
2025-10-27 17:14
2025-10-27
SoftBank-backed Lenskart Solutions to raise up to USD $28 million in India IPOs price band set at ₹382-₹402 per share.
-
wsj.com
Lenskart Solutions Limited
IPO
ANNOUNCED
India
ASIA PACIFIC
$24.81M
2025-10-27 17:14
2025-10-27
SoftBank-backed Lenskart Solutions to raise up to USD $28 million in India IPOs price band set at ₹382-₹402 per share.
-
wsj.com
Lenskart Solutions Limited
IPO
ANNOUNCED
India
ASIA PACIFIC
$24.81M
2025-10-27 17:14
2025-10-27
SoftBank-backed Lenskart Solutions to raise up to USD $28 million in India IPOs price band set at ₹382-₹402 per share.
601127 CH
wsj.com
Lenskart Solutions Limited
IPO
ANNOUNCED
India
ASIA PACIFIC
$24.81M
2025-10-27 17:14
2025-10-27
SoftBank-backed Lenskart Solutions to raise up to USD $28 million in India IPOs price band set at ₹382-₹402 per share.
601127 CH
wsj.com
Lenskart Solutions Limited
IPO
ANNOUNCED
India
ASIA PACIFIC
$24.81M
2025-10-27 17:14
2025-10-27
SoftBank-backed Lenskart Solutions to raise up to USD $28 million in India IPOs price band set at ₹382-₹402 per share.
601127 CH
wsj.com
Lenskart Solutions Limited
IPO
ANNOUNCED
India
ASIA PACIFIC
$24.81M
2025-10-27 17:14
2025-10-27
SoftBank-backed Lenskart Solutions to raise up to USD $28 million in India IPOs price band set at ₹382-₹402 per share.
601127 CH
wsj.com
Lenskart Solutions Limited
IPO
ANNOUNCED
India
ASIA PACIFIC
$24.81M
2025-10-27 17:14
2025-10-27
SoftBank-backed Lenskart Solutions to raise up to USD $28 million in India IPOs price band set at ₹382-₹402 per share.
-
wsj.com
Lenskart Solutions Limited
IPO
ANNOUNCED
India
ASIA PACIFIC
$24.81M
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Sa-Link Revenues - Equity Offering
IN(SRAI.) I+
2025-10-24
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0.81m
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2025-10-24
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0.81m
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0.14
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002920 C2
MSCI EM
Huzhou Dexiy SV Auto - Equity Offering
CN(STD) sh+
2025-10-24
2025-10-22
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99.0%
0.13m
$3.43m
0.02
$3.40m
VRDN UR
MSCI DM
Viridian Therapeutics - Equity Offering
US(SLMI.) sh+
2025-10-24
2025-10-22
2025-10-24
99.0%
0.08m
$1.84m
0.08
$1.89m
NRIX UQ
MSCI DM
Nurix Therapeutics - Equity Offering
US(SLMI.) sh+ f
2025-10-24
2025-10-22
2025-10-24
99.0%
0.07m
$0.80m
0.06
$0.79m
NRIX UQ
MSCI DM
Nurix Therapeutics - Equity Offering
US(SLMI.) sh+ f
2025-10-24
2025-10-22
2025-10-24
99.0%
0.07m
$0.80m
0.06
$0.79m
NRIX UQ
MSCI DM
Nurix Therapeutics - Equity Offering
US(SLMI.) sh+ f
2025-10-24
2025-10-22
2025-10-24
99.0%
0.07m
$0.80m
0.06
$0.79m
NRIX UQ
MSCI DM
Nurix Therapeutics - Equity Offering
US(SLMI.) sh+ f
2025-10-24
2025-10-22
2025-10-24
99.0%
0.07m
$0.80m
0.06
$0.79m
NRIX UQ
MSCI DM
Nurix Therapeutics - Equity Offering
US(SLMI.) sh+ f
2025-10-24
2025-10-22
2025-10-24
99.0%
0.07m
$0.80m
0.06
$0.79m
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MSCI EM
Sa-Link Revenues - Equity Offering
IN(SRAI.) I+
2025-10-24
2025-10-20
2025-10-24
99.0%
0.81m
$3.03m
0.14
$3.68m
100 CT
MSCI EM
Lensar Minas - Equity Offering
CA(SLMI.) +
2025-10-24
2025-10-22
2025-10-24
99.0%
0.81m
$3.03m
0.14
$3.68m
002920 C2
MSCI EM
Huzhou Dexiy SV Auto - Equity Offering
CN(STD) sh+
2025-10-24
2025-10-22
2025-10-24
99.0%
0.13m
$3.43m
0.02
$3.40m
VRDN UR
MSCI DM
Viridian Therapeutics - Equity Offering
US(SLMI.) sh+
2025-10-24
2025-10-22
2025-10-24
99.0%
0.08m
$1.84m
0.08
$1.89m
NRIX UQ
MSCI DM
Nurix Therapeutics - Equity Offering
US(SLMI.) sh+ f
2025-10-24
2025-10-22
2025-10-24
99.0%
0.07m
$0.80m
0.06
$0.79m
NRIX UQ
MSCI DM
Nurix Therapeutics - Equity Offering
US(SLMI.) sh+ f
2025-10-24
2025-10-22
2025-10-24
99.0%
0.07m
$0.80m
0.06
$0.79m
NRIX UQ
MSCI DM
Nurix Therapeutics - Equity Offering
US(SLMI.) sh+ f
2025-10-24
2025-10-22
2025-10-24
99.0%
0.07m
$0.80m
0.06
$0.79m
NRIX UQ
MSCI DM
Nurix Therapeutics - Equity Offering
US(SLMI.) sh+ f
2025-10-24
2025-10-22
2025-10-24
99.0%
0.07m
$0.80m
0.06
$0.79m
NRIX UQ
MSCI DM
Nurix Therapeutics - Equity Offering
US(SLMI.) sh+ f
2025-10-24
2025-10-22
2025-10-24
99.0%
0.07m
$0.80m
0.06
$0.79m
ECM Intelligence Dashboard Concept
- Reusable components for scalability, user customisation and Retool constraints.
- Compressed visual hierarchy.
- Consistent data presentation to adhere to brand theme.
- Observed users switching tabs to cross-reference data; iterations focused on integrated context views.
Implementation & Launch
- Built the production front end in Retool, implementing components with HTML, CSS, and JavaScript while utilising AI-assisted code to accelerate development. Delivered production-ready UI and handled QA for front-end flows.
- Translated Figma components into Retool with performance-minded workarounds for platform constraints.
- Delivered production-ready UI and handled QA for front-end flows.
- Beta product was launched to users. Those using standalone versions of products were migrated to the new platform.
ECM Intelligence Dashboard in Production
Key Learnings
- How to manage multiple interconnected products under one unified design system.
- The value of early technical collaboration when working within platform constraints (like Retool).
- How to integrate AI tools effectively to improve speed and code quality.
- The importance of designing for scalability and flexibility when products evolve continuously.
- How to translate user feedback into measurable design improvements post-launch.
- If I were to do it again, I’d invest more time early on collaborating with Retool’s support team to better understand technical limitations — which would have accelerated delivery and reduced friction during implementation.