Software & research

Jeraych

Learning, one step at a time.

I build software and explore how AI-generated code can be evaluated. My work spans research tools, web applications, and systems integration.

A little about me

Selected projects

All projects

  1. 2026 / Research tooling

    Code / Choice

    A web app for comparing two AI-generated Python implementations, with public Play and a separate research review workflow.

    My contribution Built the comparison interface, review workflow, persistent storage, and data export.

    React / TypeScript / Node.js / SQLite

  2. 2026 / Collaborative research

    Reinforcement Learning for Code Quality

    A collaborative study of how correctness, static style checks, and an AI judge influence generated Python code.

    My contribution Implemented and compared reward signals, evaluated runs, and prepared the public evidence archive.

    Python / GRPO / Unsloth / Ruff

  3. 2026 / Team capstone

    EVolocity Energy Monitoring

    A team telemetry system that receives energy-monitor readings and makes live and historical data available in a web dashboard.

    My contribution Built SQLite storage, device and team APIs, and the historical readings workflow.

    Next.js / SQLite / MQTT / Server-sent events

Writing

All writing