Writing

Technical writing on data, AI, and building things.

I write about projects I build — the decisions, the code, and what I learned along the way. Published on Medium.

Machine Learning

Building a Machine Learning Model to Predict Which Clients Were Most Likely to Invest

How I built a binary classification pipeline to identify 3,000 banking clients for a second investment campaign — comparing 5 models and deploying the result as a live Streamlit dashboard.

Read on Medium →5 min read

Trading Automation

Building a Real-Time Futures Trading Bot in Python with Interactive Brokers

A walkthrough of the event-driven architecture behind an automated trading system — from ingesting real-time OHLCV data to managing trade execution through the Interactive Brokers API.

Read on Medium →6 min read

Applied AI

How I Built a RAG Portfolio Assistant with LangChain and FAISS

From zero to a deployed AI chatbot — building a retrieval-augmented generation pipeline over custom documents using LangChain, FAISS, and OpenAI GPT-4o-mini.

Coming soon~12 min read