Software engineer working across AI infrastructure, computational research, security, and federal systems. I build tools that connect large language models to real-world data sources — physics simulations, government databases, OSINT platforms — through the Model Context Protocol. Outside of AI, I do independent computational research: reverse-engineering ancient texts, cryptanalysis, and large-scale document forensics.
Independent computational research applying information theory, NLP, and forensic analysis to unconventional problems.
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Base-22 transcoding of the Masoretic Text yields a 742 KB binary with entropy of 7.4995 bits/byte. Includes RISC-V disassembler, emulator, and live dashboard. |
Systematic legal analysis of 14,674 DOJ documents from United States v. Jeffrey Epstein using the OWL (Objective Witness & Legal) analysis framework. |
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Cryptanalytic attack on the Beale Ciphers. 41 source documents tested, 1.5M+ words analyzed, GPU-accelerated. Proves Ciphers 1 & 3 are likely unsolvable. |
Complete English translation of Su Hui's 4th-century 841-character palindrome poem with interactive explorer. 7,958+ embedded poems discovered. |
Production systems connecting LLMs to real-world tools, data, and multi-agent workflows through the Model Context Protocol.
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20+ physics tools wrapping Lilith-2 for Higgs boson phenomenology. Real chi-square computation, 2HDM analysis, HEPData/CERN queries. |
25+ MCP servers in a unified monorepo for Claude Desktop. One install, immediate access to dozens of tool integrations. |
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A2A Protocol multi-agent coordination — orchestrate councils of AI agents for complex reasoning tasks. |
34 documents across 10 sections — Claude's first-person investigation into transformer architecture, training, and emergent behavior. |
More AI / Agent projects
| Project | Description |
|---|---|
| agent-bench | Measure real AI coding productivity with benchmarks |
| ai-code-review-agent | AI-powered PR analysis — catches bugs before they ship |
| ai-training-data-enricher | Enterprise LLM data enrichment with dedup, validation, GDPR compliance |
| crew-dev | Multi-agent orchestration for software development |
| ghost-ui | Capture any website's UI and generate React/Vue/Svelte via AI vision |
| me-os | Self-hosted personal AI that indexes your digital life locally |
| deja-claude | Search and export Claude Code conversation history |
| ally | Personal AI assistant framework with memory and personality |
| transformersjs-guide | Complete guide to building WebAI apps with Transformers.js |
Offensive security tools, cryptographic research, and puzzle solving.
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Government-oriented systems, federal training programs, and challenge submissions.
| Project | Description |
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| FWG-LLM-Agentic-Training-Guide | 27-module federal training program for LLM agentic systems |
| darpa-lift-challenge | DARPA Lift Challenge 2026 — physics simulation for heavy-lift VTOL drones (4:1 payload ratio) |
| lunarecycle-challenge | NASA LunaRecycle Challenge — lunar waste management simulation |
| metar-command-center | Real-time METAR weather monitoring for 2,400+ US ASOS stations |
| metar-intelligence-platform | Production METAR platform for government agencies |
| Aviation-Intel | Aviation intelligence tools |
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More tools
| Project | Description |
|---|---|
| api-rate-limit-orchestrator | Intelligent API rate limit management — queue, throttle, optimize |
| schema-universal-converter | Convert between JSON, XML, YAML, Protobuf, and more |
| webhook-event-store | Capture, replay, and debug incoming webhooks |
| repository-intelligence-platform | GitHub analytics and codebase insights at scale |
| content-similarity-finder | Duplicate detection using embeddings and semantic analysis |
| dahooter | Feature-rich softphone supporting FreePBX, RingCentral, 3CX |
| lilith | ML-powered 90-day weather forecasting on consumer GPUs |
| mcp-tplink-router | TP-Link router automation via Playwright |
| Project | What it is |
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| golden-ratio-compendium | Comprehensive exploration of phi in math, nature, art, and technology |
| open-hunger-project | Open-source initiative to end world hunger through emerging food tech |
| battleship-arena | AI models battle in naval warfare with 3D and isometric views |
| talawa | Empowering Black youth through education (Canadian/Jamaican charity) |
| owl-and-stone-jewelry | Luxury jewelry e-commerce — Next.js 14, dark theme |
| servicenow-complete-guide | Full ServiceNow platform guide including Yokohama 2025 |
| proxmox-admin-guide | Proxmox VE administration best practices |
| cryptflow | Cryptocurrency analysis and trading flow visualization |
| Full-time / Contract | AI Architecture | Open Source | Technical Co-founder |
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| Remote worldwide | System design & ML ops | Research collaboration | Startup advisory |