Projects

Engineering

Deep dives into the engineering and innovation behind projects that matter.

2024

Motema: The ZKML Geiger Counter

A new approach to direct donations for Congolese cobalt miners using Zero-Knowledge Machine Learning, Flipper Zero geiger counter integration, and blockchain technology.

ZKMLBlockchainHardwarePythonCairo
Technical deep dive →
2026

RoPE Attention Benchmark

A bare-bones, single-file benchmark comparing scaled dot-product attention with and without Rotary Positional Encoding, measuring RoPE’s latency overhead and demonstrating its relative-position property from scratch.

Machine LearningTransformersRoPEPyTorchBenchmark
Technical deep dive →

More on the way, building at the intersection of blockchain, AI, and social impact.