Bridging the gap between security, intelligence, and cutting-edge artificial intelligence
I'm a full-stack developer and AI engineer with a unique background that combines law enforcement experience with deep technical expertise in cybersecurity, AI/LLM development, and mobile platforms. My career has taken me from protecting communities as a law enforcement officer to protecting systems and building intelligent applications that solve real-world problems.
What makes me different:
- 🛡️ Security-First Mindset: Law enforcement background provides unique perspective on threat modeling, vulnerability assessment, and security architecture
- 🤖 AI/LLM Specialist: Building production-grade applications with GPT-4, Claude, and local LLMs using LangChain, LM Studio, and custom multi-agent systems
- 📱 Mobile Expertise: Years of Android development with Java and Kotlin
- 🔍 Intelligence Analysis: Experience translating complex data into actionable insights now applied to prediction markets and financial intelligence
- 🚀 Entrepreneur: Running commercial SaaS platforms while contributing to open-source
Production SaaS platform leveraging computer vision and LLMs for seamless image translation
- 🌐 Live Platform: lingoscreen.com
- 🧠 Integrates GPT-4 Vision with custom post-processing pipelines
- 🎯 Serving real customers with real-time translation needs
- 💼 Commercial venture demonstrating enterprise AI implementation
Open-source framework for running multiple LLMs in parallel with consensus scoring
- ⭐ 22 Stars | 3 Forks | Actively Maintained
- 🔬 Research tool for model comparison and evaluation
- ⚡ Async architecture for maximum performance
- 🎯 Ideal for testing prompt engineering across multiple models simultaneously
Immersive mobile game currently in development
- 📱 Focus on engaging gameplay mechanics
- ⚙️ Optimized for mobile performance
- 🎨 Combining technical skills with creative game design
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⭐ 22 Stars | 🐍 Python | 🔓 Open Source Multi-model LLM deliberation engine for LM Studio. Runs multiple models in parallel, scores responses, and produces consensus-driven results. Tech: Topics: AI Framework • Model Evaluation • Prompt Engineering |
⭐ 17 Stars | 🐍 Python | 🔬 Security Research Proof-of-concept address collision tool for Ethereum addresses. Demonstrates cryptographic principles and security vulnerabilities. Tech: Topics: Security Research • Blockchain • Crypto |
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⭐ 8 Stars | ☕ Java | 📱 Android Android app preventing notifications from interrupting media playback. One of my most popular mobile applications. Tech: Topics: Mobile Development • UX Enhancement |
🚀 TypeScript | 📊 Live Dashboard Real-time situational awareness dashboard for prediction market traders and geopolitical analysts. 🌐 Live Demo: situation-room-delta.vercel.app Tech: |
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⭐ 2 Stars | 📊 JavaScript | 🌐 Live Dynamic web app tracking top 50 stocks from r/WallStreetBets with automatic hourly updates and sentiment analysis. 🌐 GitHub Pages: Live Demo Tech: |
💼 Commercial SaaS | 🎨 AI Translation Production AI-powered platform for seamless image translation using computer vision and LLMs. Status: Live • Serving Customers Tech: |
Specialties: GPT-4, Claude, Local LLMs (LM Studio), Multi-Agent Systems, RAG, Prompt Engineering, Computer Vision
Specialties: REST APIs, Microservices, Database Design, Asyncio, WebSockets
Specialties: Native Android Development, Cross-Platform, Desktop Applications, UI/UX
Specialties: Single Page Applications, Responsive Design, Real-time Dashboards
Specialties: Penetration Testing, Vulnerability Assessment, Cryptography, Exploit Research, Network Security
My career path is unconventional but powerful. Starting in law enforcement, I developed skills in:
- 🎯 Threat Assessment: Identifying risks and vulnerabilities in complex systems
- 🔍 Investigation & Analysis: Following evidence trails and connecting disparate data points
- 🛡️ Security Operations: Protecting people and assets under real-world conditions
- 📊 Intelligence Gathering: Synthesizing information from multiple sources
- ⚖️ Risk Management: Making critical decisions under pressure
These skills translate directly into:
- Cybersecurity: Understanding attacker mindsets and defensive strategies
- AI Development: Building systems that handle sensitive data responsibly
- Product Design: Creating tools that solve real security and intelligence problems
- System Architecture: Designing with security, reliability, and user protection as core principles
Today, I combine this unique background with deep technical skills in:
- AI/LLM Engineering: Building production-grade applications with GPT-4, Claude, and local models
- SaaS Development: Running LingoScreen.com as a commercial venture
- Open Source: Contributing tools like PolyCouncil for the developer community
- Mobile Development: Years of Android application development
- Security Research: Ongoing exploration of vulnerabilities and cryptographic systems
I'm always interested in connecting with:
- 🤝 Collaborators on AI/LLM projects, especially in security and intelligence domains
- 💼 Companies looking for senior developers with unique backgrounds in security + AI
- 🎓 Researchers working on multi-agent systems, LLM evaluation, or applied AI
- 🚀 Entrepreneurs building innovative SaaS products
- 🔐 Security Teams needing someone who understands both defensive operations and offensive research
✅ Unique Perspective: Law enforcement background provides rare insight into security, risk, and threat modeling
✅ Production AI Experience: Running commercial LLM-powered SaaS platform
✅ Full-Stack Capabilities: Backend (Python/Flask), Frontend (TypeScript/React), Mobile (Android/Kotlin)
✅ Security Expertise: Penetration testing, vulnerability research, cryptography
✅ Open Source Contributor: Active maintainer of AI/LLM tools
✅ Business Acumen: Experience launching and running commercial ventures
- 🤖 Senior AI/LLM Engineer
- 🔐 Security Engineering with AI Integration
- 🏗️ Solutions Architect (AI/ML focused)
- 💼 Technical Lead for AI-powered products
- 🚀 Founding Engineer at AI/Security startups
