Projects

Public work — open source, experiments, and shipped tools. Each has a stage badge (where in the lifecycle), an activity indicator (how recently I've touched it), and a roadmap when one is worth tracking.

AI Usage Standard (AIUS) Alpha

AI Usage Standard (AIUS): a deterministic disclosure system for published artifacts, with six dimensions and validated frontmatter.

Idle 54% Next: Phase 2 — npm package (@serkanaltuntas/ai-usage-badge)
ai-led i2·r2·d3·e3·c3·v2 — AI-Led
Open Model Research Harness Building

A 12-stage public research-engineering project for reproducible open-model evals, post-training, agents, safety, monitorability, and systems efficiency.

Fresh 8% Next: SFT Pipeline + Data Quality
ai-led i0·r1·d1·e3·c1·v0 — AI-Led
GCTX — a language model for Git diffs Building

A from-scratch language model for Git diffs and Conventional Commit messages. The first 93M-parameter training run is complete; useful generalization remains open.

Fresh 54% Next: Prepare 512 examples checked against their source diffs
ai-led i0·r3·d3·e3·c2·v0 — AI-Led
Gene-Disease Evidence Index Building

A research-use, versioned index of source-attributed gene-disease evidence with a twelve-disease 120-association public preview aggregate.

Idle 91% Next: Complete final public access evidence, existing-resource comparison, source freshness/freeze checks, and DOI/no-DOI archive decision
ai-led i0·r1·d3·e3·c3·v0 — AI-Led
chess-zero — AlphaZero-style chess from scratch Building

chess-zero is a from-scratch chess engine and AlphaZero-style RL pipeline: own board, legal moves, agents, arena, and self-play training.

Idle 19% Next: Board → tensor encoding (12 piece planes + 7 meta channels)
co-authored i0·r0·d2·e2·c1·v0 — Co-Authored