🔍 Extract — Pulling Signal from Noise

TrackXY

Computer vision tracking system. Extracts object trajectories from noisy video feeds using custom tracking algorithms. Built from the ground up for environments where off-the-shelf trackers fail.

Computer Vision Python OpenCV

geo-csg

Constructive Solid Geometry from geospatial data. Extracts real-world objects from point clouds and photogrammetry, converting them to structured CSG representations for CAD and analysis.

3D Geometry Python

antisci

Natural language processing pipeline for extracting structured insights from unstructured scientific and technical documents. Named entity recognition, relation extraction, and document classification.

NLP Python AI/LLM

smolpaper

Minimalist scientific paper extraction tool. Pulls structured metadata, citations, and full text from academic papers in PDF and HTML formats. Designed for researchers who need clean data fast.

PDF Python Scraping

Web Scrapers

A collection of resilient, production-grade web scrapers for diverse targets — e-commerce, government data portals, scientific databases, and more. Anti-detection, proxy rotation, structured output.

Python Scrapy Automation

Reverse Engineering

Protocol and binary reverse engineering projects. Extracting data from proprietary formats, undocumented APIs, and legacy systems. Building bridges between closed systems and modern tooling.

Reverse Engineering Rust Python

Validate — Making Evidence Verifiable

RealPeep

Zero-knowledge video provenance protocol. Validates that a video has not been tampered with between capture and viewing, using ZK proofs to verify the integrity chain without revealing the full video.

ZK Proofs Blockchain Rust

Sigstead

Cryptographic decision protocol. Validates that decisions were made by authorized parties at specific times, producing verifiable signatures and audit trails. Designed for governance and compliance contexts.

Cryptography Blockchain Go

evidance

RAG (Retrieval-Augmented Generation) pipeline combined with cryptographic verification. Validates that LLM-generated responses are grounded in verified source documents. Retrieval + attestation.

RAG AI/LLM Python

📊 Surface — Making Evidence Actionable

graykm

Scientific writing and knowledge management. Transforms raw research data and analysis into well-structured scientific papers, technical reports, and documentation. Bridges the gap between computation and communication.

Scientific Writing Documentation

supps-lmn

Medical documentation pipeline. Surfaces structured patient records, supplement data, and lab result narratives from disparate sources. Built for accuracy and regulatory compliance in healthcare contexts.

Medical Documentation Automation

Blog & Publications

Technical writing on evidence pipelines, ZK proofs, computer vision, and systems architecture. Making complex ideas accessible through clear, code-backed explanations.

Technical Writing Blog

Automation Tools

A suite of automation tools that surface results from complex workflows — CI/CD pipelines, data processing chains, deployment orchestrators, and monitoring dashboards. Turn processes into products.

DevOps Automation Python

Many of these projects are open source. Check out my GitHub for code, documentation, and ongoing work.

View on GitHub