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Nick Tsai

蔡逸凯

AI Builder

Based inTaiwanHong KongShenzhen

Enicktsai1221@gmail.comBusiness inquiries nickt1221

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Nick Tsai

蔡逸凯

Bringing AI into real business.

Making AI something every person and every business can truly own and use.

About Me

A Bridge BetweenTechnology and Business.

Shenzhen · NanshanAI & tech innovation

Hong Kong · CentralFinance & private markets

Taiwan · HsinchuSemiconductor ecosystem

Moving between markets, connecting people, capital and industry across the region.

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.

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.

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Work experience

Jun 2026 — Present

Hong Kong

Archbridge Capital Partners

AI Transformation & Investment Analyst

AI × Finance · Private Markets

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.

Website · archbridgecap.com

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.

Jul 2025 — Dec 2025

Hong Kong

HSBC

Data & Analytics Intern

Corporate & Institutional Banking

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

CredentialsCFA Level I passed · IELTS 7.5

LanguagesMandarin (native) · English (fluent) · Cantonese (basic)

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Beyond work

尼克NickTsai

followers across platforms

From consumer to creator.

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.

Nick taking a photo in a roadside mirror during a ride — Life, in progress.

Nick Tsai

A Bridge BetweenTechnology and Business.

Work experience

Archbridge Capital Partners

HSBC

The University of Hong Kong

Beyond work

From consumer to creator.

Contact Nick

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