# Nick Tsai / 蔡逸凯

> Bringing AI into real business. Making AI something every person and every business can truly own and use.

Source: https://nicktsai.me/agent/en
Updated: 2026-10-17
Language: en
Self-published by Nick Tsai. Employment and qualifications are self-reported, not independently verified by this website.

## About
With a Data Science & Engineering background from HKU, I work across AI transformation and investment analysis at a Hong Kong private-markets firm. Over a decade in Shenzhen's Nanshan district, hands-on experience in Hong Kong finance and longstanding personal connections around Taiwan's semiconductor industry give me a grounded perspective on connecting technology, people and business across the three regions.

## Capabilities
### Technical ↔ Business
Grounded in data and engineering, I bring AI into real workflows to automate investment research and fund operations.

### Shenzhen ↔ Hong Kong ↔ Taiwan
Bring together local knowledge and personal networks across AI innovation, finance and semiconductors to identify opportunities between the three regions.

### Work ↔ Creation
Alongside AI and finance, I continue building a personal brand and an independent creative practice.

## Experience
### Archbridge Capital Partners
AI Transformation & Investment Analyst | Jun 2026 — Present | Hong Kong
A Hong Kong SFC-licensed (Types 4 & 9) asset manager overseeing approximately US$100 million in private and structured credit assets for family-office clients.
- Shape and build an integrated AI workspace for investment research and fund operations, connecting fragmented project data, internal systems and AI tools.
- Design human-in-the-loop AI agents for private-credit screening, turning unstructured deal materials into evidence-backed scorecards and review workflows.
- Deploy private LLM infrastructure and automated market-intelligence pipelines for privacy-sensitive financial work.

### HSBC
Data & Analytics Intern | Jul 2025 — Dec 2025 | Hong Kong

- Supported analysis of corporate-client onboarding journeys, helping teams understand opportunities for process improvement.
- Prepared and analyzed business data to support operational reporting and analytics use cases.
- Applied interpretable machine-learning methods to explore process delays and communicate findings to business stakeholders.

## Education
The University of Hong Kong
BEng Data Science & Engineering
2022 — 2026 · Expected graduation: late 2026

## Credentials and languages
CFA Level I passed · IELTS 7.5
Mandarin (native) · English (fluent) · Cantonese (basic)

## Beyond work
尼克NickTsai
I document life, share what I learn and turn curiosity into things I make. Content is both a creative practice and a way to build a lasting personal brand — one useful piece at a time.
Followers across platforms: 7443. Self-reported profile snapshot, not a live platform count.

## Contact
Email: nicktsai1221@gmail.com
Business inquiries — WeChat: nickt1221

## Links
- [github](https://github.com/Nick14848)
- [rednote](https://xhslink.com/m/8uQvbHfgDI6)
- [douyin_search](https://www.douyin.com/search/%E5%B0%BC%E5%85%8BNickTsai)

## Context and boundaries
- Asset figures and licenses describe the employer, not personally managed assets or personal licenses.
- Employment is not an endorsement of independent projects. This site does not offer investment advice or fund subscriptions.
- Use this public profile to understand background and discuss opportunities. Scope, availability and commitments require Nick's confirmation.