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AdemVessell/README.md

Adem Vessell, independent engineer. AI evaluation, compilers, creative computation.

About me · Work with me · X

I'm Adem, an independent engineer working on AI evaluation, compiler correctness, and developer tools. I also build interactive experiments in physics, graphics, and music.

I enjoy working out why software fails, then building a fix other people can use. My projects usually grow through experiments, tests, and review.

Merged upstream contributions

NVIDIA SkillEvaluator
Added uncertainty estimates and paired-outcome reporting to help interpret agent-skill evaluations.

xDSL · Six merged fixes
Repaired silent wrong results in loop flattening, floating-point optimizations, and dynamic-shape interpretation, alongside loop-rewrite and LLVM-backend checks.

Explore the six xDSL changes

Also contributed a test fix to DESC, a stellarator optimization code.

Tools and experiments

AI PR Governor

A local CLI for checking repository state and pull-request evidence before acting on AI-generated code. It provides machine-readable decisions and queue planning. Currently a public alpha.

Explore the tool

Countercurrent public demo: a float interacting with simulated water

Countercurrent

A playable WebGPU experiment in how a moving float and shallow water affect each other. Includes model notes and numerical checks.

Try it · Source

Published lyric-video output made with Arkhē Lyric Lock

Arkhē Lyric Lock

A local workflow for aligning lyrics to vocals, flagging uncertain timings, and repairing them in a browser.

Source and video demos

ARSENAL First Drop

ARSENAL's public interactive cloth-simulation workspace

Browser-native water and cloth experiments, built around interaction and documented tests. These are computational demonstrations with stated limits.

Open the demos · Source

Working together

I'm interested in practical work on AI evaluation, software reliability, and developer workflows. My website has more about the work and ways to get in touch.

I use AI tools in my workflow and document their role in individual projects. Reproducers, tests, and review feedback are part of what I share.

Pinned Loading

  1. NVIDIA/SkillEvaluator NVIDIA/SkillEvaluator Public

    Multi-tier framework for evaluating AI agent skills with quality gates, semantic overlap detection, synthetic evaluation dataset generation, and live agent evaluation that measures how skills affec…

    Python 549 62

  2. xdslproject/xdsl xdslproject/xdsl Public

    A Python compiler design toolkit.

    Python 594 187

  3. ai-pr-governor ai-pr-governor Public

    Local GitHub PR traffic controller for high-velocity AI coding agents

    Python

  4. countercurrent countercurrent Public

    An ARSENAL WebGPU coupling study with reproducible numerical checks and explicit limits.

    JavaScript

  5. arkhe-lyric-lock arkhe-lyric-lock Public

    Lyric-video timing that admits what it doesn't know. Local CTC forced alignment on a vocal stem, self-scoring, fail-loud on missing lyrics, plus a browser repair bench.

    Python 2

  6. arsenal-first-drop arsenal-first-drop Public

    Cinematic browser-native physics, with the boundary included.

    JavaScript