I reverse-engineer complex systems — weather models, ancient texts, cryptographic puzzles,
AI architectures, legal documents. Self-taught. No investors, no employees.
Federal contractor by day. Independent GPU researcher and founder of
8 companies under Phosphor OS by night.
16.8x ···· GPU speedup on WAVEWATCH III — first GPU parallelization of WW3 DIA
33x ···· compression of RRTMGP gas optics via Tucker decomposition
3.10x ···· verified speedup on rte-rrtmgp parallel prefix scan
16 ···· GPU kernels verified across 10+ NOAA repos
14674 ···· DOJ documents analyzed — United States v. Epstein
7958+ ···· poems discovered in Su Hui's 841-character palindrome
742KB ···· binary from Base-22 Torah transcoding — entropy 7.4995 bits/byte
8 ···· software companies, one protocol
Independent research: GPU acceleration for NOAA weather, ocean, and atmospheric models. RTX 3060 benchmarks. Honest negative results included.
|
16.8x speedup — First GPU parallelization of WW3 Discrete Interaction Approximation. |
3.10x verified on rte-rrtmgp, 6/6 pass on CRTM, 109 GB/s GSI ensemble throughput. |
|
33x compression of RRTMGP gas optics via Tucker decomposition. First application to atmospheric radiation. |
16 verified kernels across 10+ NOAA repos. Benchmarked on RTX 3060. |
Also: L.I.L.I.T.H. — ML-powered 90-day weather forecasting on consumer GPUs | METAR Intelligence Platform — Production-ready METAR platform for weather station networks
Information theory, NLP, and cryptanalysis applied to ancient texts, legal corpora, and unsolved ciphers.
|
Base-22 transcoding of the Masoretic Text yields a 742 KB binary with entropy of 7.4995 bits/byte. RISC-V disassembler, emulator, and live dashboard. |
Systematic legal analysis of 14,674 DOJ documents from United States v. Jeffrey Epstein using the OWL analysis framework. |
|
Complete English translation of Su Hui's 4th-century 841-character palindrome poem. 7,958+ embedded poems discovered. |
Cryptanalytic attack on the Beale Ciphers. 41 documents tested, 1.5M+ words analyzed, GPU-accelerated. Proves Ciphers 1 & 3 are likely unsolvable. |
Also: twin-trees — Interactive 3D Kabbalistic Tree of Life & Tree of Death (Three.js/WebGL) | Sanskrit Projects — Vedic cosmology simulator, Panini grammar compiler | Golden Ratio Compendium — Comprehensive exploration of φ
Cryptographic research: Kangaroo — 2x faster Pollard Kangaroo for secp256k1 via Pollard 2025 + spectral mixing | GLV Kangaroo Paper — Cycle-free walks on GLV equivalence classes
Sentinel Owl Technologies umbrella. Each venture is an independent product with its own codebase, CI/CD, and deployment.
OWL ............ DOJ document analysis — 3.5M pages searchable & cross-referenced
SENTINEL ....... AI penetration testing & security auditing for SMBs
OPSPULSE ....... AI-powered IT ops command center (monitoring, alerts, incident response)
SITEFORGE ...... Done-for-you websites for small businesses
MOLTENLY ....... AI content repurposing — 1 piece → 12 platforms
SHIELDSYNC ..... Automated compliance (SOC 2, HIPAA, CMMC)
AGENTBOX ....... No-code AI agent builder
SMARTVALUE ..... Smart home value intelligence with AI analysis
| Project | What It Does |
|---|---|
| claude-self-study | Claude's first-person investigation into transformer architecture — 34 documents across 10 sections |
| FWG Training Guide | 27-module federal training program for LLM agentic systems |
| sanhedrin | A2A Protocol multi-agent coordination — The Council of AI Agents |
| mcp-toolkit | 25+ MCP servers in a unified monorepo for Claude Desktop |
| DARPA Lift Challenge | Physics simulation for heavy-lift VTOL drones targeting 4:1 payload ratios |
| battleship-arena | AI Battleship Arena — watch AI models battle in 3D naval warfare |
"The owl sees what others overlook."
