Welcome!
Hi, I'm Costa, data scientist by trade and technology enthusiast. I write on various topics related to software engineering, machine learning, and data analysis, now on Substack.
Projects
AI Peer Review
AI-assisted peer review platform for scientific papers. Calibrated scores, citation audit, and detailed comments in an editable, shareable workspace. Live at aipr.pub.
Spec Driven
Weekly Substack publishing app specifications for AI-assisted tool building. Practical specs you can one-shot into a working app.
TinyFold
A minimal AlphaFold3-like diffusion network for protein-protein interaction structure prediction. Trainable on a single consumer GPU.
Mispriced
Fullstack valuation software from data ingestion to database to frontend. Predicts fair market cap from fundamentals. Live at mispriced.ch.
SpeakToLearn
Flutter language learning app with a custom quantized deep learning model for pronunciation assessment, trained in Python.
LLMem
MCP server that generates granular documentation and dependency graphs. Designed for large codebase understanding by AI agents.