about
I'm a Data Scientist and AI Systems Engineer with 6+ years of experience building production data and ML systems. I work at the intersection of rigorous data work and the new generation of AI tooling — using Claude Code daily and building MCP servers, NLP pipelines, and LLM-powered applications.
My background is in data science fundamentals: pipelines, modeling, evaluation. What I care about now is closing the loop between those foundations and the AI systems that are reshaping how software gets built. I like writing small, opinionated tools that do one thing well.
current
- role
- Data Scientist at MBM IT Consulting
- education
- MS in Data Science, Asian Institute of Management
- experience
- 6+ years across data science and ML engineering
skills
Python, Claude API, Claude Code, MCP servers, NLP pipelines, LLM integrations, Docker, GCP
how I work
I default to building rather than slide-decking. A working prototype answers questions faster than a meeting. I write production-grade code even for personal projects — typed, tested where it matters, structured logging — because the discipline transfers.
Claude Code is my main editor now. Most of the projects on this site were built with it as a collaborator, which means I spend less time on boilerplate and more on the parts that actually require thinking.