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Each project below covers the problem, the approach and the tradeoffs — including the ones that did not work out. 7 in total.
7 projects shown
An AI analyst for threat intelligence whose every claim can be traced back to a source.
Python · Pydantic AI · FastAPI · MCP · PostgreSQL
Turning raw Riot match data into predictions a coaching staff can act on.
FastAPI · PostgreSQL · SQLAlchemy · Next.js · TypeScript
A syllabus you can ask questions, backed by a real ETL pipeline rather than a vector-store demo.
Flask · PostgreSQL · pgvector · LangChain · Ollama
Generating the interference radio astronomers need to train against, because the real thing is unlabelled.
Python · NumPy · SciPy · pandas · Matplotlib
A POSIX shell written in Rust, built to learn the language from the systems level up.
Rust · anyhow · thiserror
A playable Blackjack cartridge in 6502 assembly — no OS, no standard library, 256 bytes of state.
6502 Assembly · cc65 · NES
A conversational bot that also emits structured CSV, published to a public bot directory.
Python · discord.py · OpenAI