Technical ↔ Business
Grounded in data and engineering, I bring AI into real workflows to automate investment research and fund operations.
ONE PERSON. TWO WAYS TO CONNECT.
Nick Tsai蔡逸凯 / AI Builder
Built for people.
Readable by agents.
Bringing AI into real business. Making AI something every person and every business can truly own and use.
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{
"name": "Nick Tsai",
"role": "AI Builder",
"mission": "Bringing AI into real business. Making AI something every person and every business can truly own and use.",
"regions": [
"Shenzhen",
"Hong Kong",
"Taiwan"
],
"contact": {
"email": "nicktsai1221@gmail.com",
"business_wechat": "nickt1221"
}
}Read full JSON ↗01 / CONTEXT
The context I bring
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.
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.
02 / EXPERIENCE
Experience, in context
Experience published by Nick.
Archbridge Capital Partners
AI Transformation & Investment Analyst
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
- 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.
The University of Hong Kong
BEng Data Science & Engineering
CFA Level I passed · IELTS 7.5
Mandarin (native) · English (fluent) · Cantonese (basic)
03 / CONNECT
Start a conversation
AI products, real business problems, or possibilities across regions.
nicktsai1221@gmail.com ↗
Business · WeChat nickt1221
Source & context
Self-published by Nick Tsai. Employment and qualifications are self-reported, not independently verified by this website.
- 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.