shared wear state
Jamie Tran
Developer, builder, and systems-minded problem solver based in Singapore.
I build practical tools around data, automation, web systems, and applied AI. Vyticle is my current home for due diligence tools, scraping, and product work.
Inspired by clear engineering, responsible AI, and tools that solve real problems without unnecessary noise.
Desire path stats
Live wear preview: clicks 1867, cursor moves 16834, scroll 2418px. Repeated traffic subtly polishes the cards and deepens the page's wear pattern over time.
Things on my mind
Featured portfolio
A small sample from the full archive.
Real-time Bloomberg data scraper built with Apify to extract and structure market data for downstream analysis.

Boilerplate for building trading bots with the Interactive Brokers API, including example strategies and execution templates.

Web scraping, GenAI/LLM, databases, VPS hosting, and web development work tied to practical due diligence tooling.

Contact
Email me at ajammie99@gmail.com or use the social links above.