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Jamie Tran
dev in singapore, studying cs @ smu
building the start-up vyticle. running kairo, a digital marketing business.
i have minimal social skills. reach out and chat with me.
desire path stats
this place wears in as you click and wander.
things on my mind
a few things i’ve built

Apify Bloomberg Scraper (retired)
Real-time Bloomberg data scraper built with Apify to extract and structure market data for downstream analysis.
- Apify
- Scraping
- Data Pipeline

IBKR Trading Bot Boilerplate
Boilerplate for building trading bots with the Interactive Brokers API, including example strategies and execution templates.
- Trading
- Automation
- Python

Vyticle
Web scraping, GenAI/LLM, databases, VPS hosting, and web development work tied to practical due diligence tooling.
- Web App
- LLM
- Infrastructure
say hello
email me at ajammie99@gmail.com or find me around.
