Rahul Rangarao

Systems builder · Data/Analytics Engineer · Building durable agent memory, provenance-safe compression

Mission: a knowledge substrate where attribution survives compression, retrieval, and reuse — so plagiarism becomes structurally hard, not just discouraged.

Projects

kwknowledge-workerLocal-first knowledge graph for durable, provenance-backed AI-assistant memory.PYPI · ~500 DL/MO · PYTHON daDimensional-Accuracy-AssertionMachine-vision defect detection: laser triangulation on a Raspberry Pi to measure nut and bolt dimensions.GITHUB · PYTHON bmbitcoin_metcalfe_lawReplication of a paper testing Metcalfe's Law against Bitcoin network value.GITHUB · JUPYTER NOTEBOOK

Games

Showcase

resume-graph72 nodes, every one cited ohmॐ · 136.1 Hz Earth year tone spacetimeJupiter, light cones, geodesics

The chain

one chain, played three ways · dad writes at innertrek.me

Writing

Anthropic named their models after poetic forms. I think they accidentally mapped the human brain?Haiku, Sonnet, Opus as cognitive modes: matching the model to System 1 pattern-matching or System 2 deliberation, and why picking the wrong mode is where the work goes sideways.May 10, 2026 · Medium I got tired of re-explaining myself to AI. So I built a memory graphWhy context doesn't persist between sessions, why dumping notes and plain RAG both fall short, and the provenance-backed knowledge graph behind knowledge-worker.May 18, 2026 · Dev.to

Quantum Theory DecodedA readable decoding of a handwritten note: mass-energy equivalence, spacetime, entropy, observation — and the cross-entropy-of-future as a way to reason under uncertainty.July 4, 2026 · essay + source note

more at medium.com/@rahulmohanrangarao · dev.to/rahulmranga