based in the uk · from hong kong

Jason Chan

Currently:

Clinical pharmacist by profession. Swing trader by conviction. Builder by passion. The domains look unrelated. The thinking doesn't.

See what I've built Get in touch
Based In The UK · From Hong Kong · Clinical Pharmacist · Swing Trader · Strategic Investor · Agentic AI Builder · Chess Enthusiast · Self-Learner · Based In The UK · From Hong Kong · Clinical Pharmacist · Swing Trader · Strategic Investor · Agentic AI Builder · Chess Enthusiast · Self-Learner ·

About

The logic behind the person

I grew up in Hong Kong and came to the UK to study pharmacy. Across every domain I've worked in, the same logic applies: understand the system, find the edge, act with precision.

I believe in thinking big, preparing for the worst, and executing with conviction. Consistency compounds. Discipline beats talent. Every domain I've entered, I've entered with intent — and learned to move with grace under pressure. The instinct is always the same: trust the logic, size up the risk, back yourself, and move. Momentum matters — once it's going, keep it going.

This site is a record of that journey — every framework, every trade, every project, every agent as one more brick in the foundation of something bigger.

NHS Clinical Pharmacist Full-time
Swing Trader Active
Agentic AI Builder Shipping
Chess Enthusiast Battling
First Principles Thinker Architecting

Domains

What I work on

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Clinical Pharmacy
Structured medication reviews, polypharmacy reviews, medicines optimisation, collaborative deprescribing, and drug safety monitoring across multiple GP surgeries within a Primary Care Network. Patient safety, evidence-based decisions, and pharmacovigilance — every day for 5+ years in NHS primary care. Zero room for error.
NHS Clinical Pharmacovigilance
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Swing Trading
Broad market analysis, alpha picks, momentum trading, technical confluence, position sizing, risk management. Equities, commodities, and crypto — tracked through TradingView and a custom-built portfolio operating system. Every trade is a hypothesis — structured entry, defined exit. Cut the losers fast, let the winners run.
Equities Commodities TradingView +2 years experience
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Agentic AI Building
Tools built for real use — portfolio automation, gold-market dashboard, web apps. Then the agents came. Four autonomous AI agents built on the Hermes framework, powered by GPT-5.5, delivered to Telegram — covering market intelligence, clinical intelligence, and presidential market signals. Cron-scheduled, fully isolated, running daily without being touched. Curiosity over credentials.
Claude Code Hermes Agent Telegram Bots Automation

Projects

Things I've shipped

live
Morning Meditate
View Project
A free, voice-guided meditation web app — my first ever shipped project, built solo with agentic AI. Born from a personal need: dopamine detox, morning reset, and a way to enter focused work-mode. Features four seasonal soundscapes and a box breathing guide. What started as a tool for myself became something I shared with family, friends, and colleagues. Because mental health matters.
live
Gold Market Analysis Dashboard
View Project
Gold market intelligence is fragmented across too many sources. This tool pulls it all together — Central Bank purchases, ETF net flows, real yields, DXY, and technical structure — into a single automated dashboard. Data is fetched and analysed automatically, with manual refresh on demand. Built for personal use to replace an hour of research with a complete fundamental view of the gold market in under a minute.
live
Portfolio Tracker
Explore Demo
Three years of iteration — a fully automated portfolio operating system inside Google Sheets. One transaction log — everything else is automated. Live positions, P&L, equity curve, profit factor, win rate. Broad market dashboard spanning US indices, FTSE, emerging markets, Bitcoin, DXY, and VIX. Sector and industry performance and rankings across multiple timeframes. Daily market narrative generated via Perplexity API. Built with Apps Script and AI — what used to be fragmented across a dozen sources now lands as a complete market picture in under five minutes.
ongoing
The Agent Fleet
Four autonomous AI agents built on the Hermes framework, powered by GPT-5.5, each running independently on Telegram — without being touched. N.O.V.A is the foundation — the first agent built, handling general queries and daily tasks on demand. N.O.I.R delivers a structured market brief every weekday at 7am. H.E.R.A monitors MHRA drug safety alerts, cross-references them against the local formulary, and drafts clinical notifications ready for the team. M.A.G.A tracks presidential holdings and filters Truth Social posts for market-relevant signals. All free data sources, zero paid subscriptions, fully isolated profiles — built from scratch with no engineering background. They run while you sleep.
building
Next: TBD
Something at the intersection of markets, AI, and systematic thinking. Always in progress. Check back.

"When you see a good move — wait — look for a better one." — a principle that applies equally to chess, markets and therapeutics

Connect

Get in touch

Open to conversations about trading ideas, building with AI, or anything at the intersection of systems thinking and real-world execution.

Email
hello@jasonchan.global
LinkedIn
jason-chan
X / Twitter
@jjjason_chan
Instagram
@jjjason_chan