All work (9)

9 public repos, each with the numbers from its own runs.

LLM systems and evals

4
  1. Cargo Concierge

    agentic product · 2026

    Result: 14/15

    exact on a 15-item extraction eval

    Year: 2026

  2. mcp-bigquery-evals

    open-source infra · 2026

    Result: 211

    unit tests, none of which need an API key

    Year: 2026

  3. TrustBench

    evaluation system · 2026

    Result: 82

    offline unit tests, with an exact McNemar test per intent

    Proves:

    Year: 2026

  4. RAG Document QA

    retrieval system · v0.0.1 · 2026

    Result: v0.0.1

    In development

    Proves:

    Year: 2026

Models from first principles

2
  1. Nano-LLM-from-scratch

    language model · from scratch · 2026

    Result: 4.94 to 2.90

    validation loss over 2,500 CPU training steps

    Proves:

    Year: 2026

  2. Tiny-diffusion

    generative model · from scratch · 2026

    Result: 111

    offline tests

    Proves:

    Year: 2026

Applied ML and vision

3
  1. License Plate Privacy Blurring

    computer vision · 2026

    Result: 0.78

    mAP@0.5 on a YOLOv8n plate detector

    Proves:

    Year: 2026

  2. IPL Franchise Analytics

    data analysis · 2026

    Result: 0.547

    ROC-AUC, best of 6 classifiers on 1,095 matches

    Year: 2026

  3. Shorts Performance Prediction

    ML analysis · negative result · 2026

    Result: Negative result

    published anyway

    Year: 2026