All work (9)
9 public repos, each with the numbers from its own runs.
LLM systems and evals
4Cargo Concierge
agentic product · 2026
Result: 14/15
exact on a 15-item extraction eval
Proves:Year: 2026
mcp-bigquery-evals
open-source infra · 2026
Result: 211
unit tests, none of which need an API key
Year: 2026
TrustBench
evaluation system · 2026
Result: 82
offline unit tests, with an exact McNemar test per intent
Proves:Year: 2026
RAG Document QA
retrieval system · v0.0.1 · 2026
Result: v0.0.1
In development
Proves:Year: 2026
Models from first principles
2Nano-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
Tiny-diffusion
generative model · from scratch · 2026
Result: 111
offline tests
Proves:Year: 2026
Applied ML and vision
3License Plate Privacy Blurring
computer vision · 2026
Result: 0.78
mAP@0.5 on a YOLOv8n plate detector
Proves:Year: 2026
IPL Franchise Analytics
data analysis · 2026
Result: 0.547
ROC-AUC, best of 6 classifiers on 1,095 matches
Year: 2026
Shorts Performance Prediction
ML analysis · negative result · 2026
Result: Negative result
published anyway
Year: 2026