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Founder of Ross Technologies — an independent R&D lab turning hard problems into working systems. We research, prototype, and deploy deep technology across applied AI, high-performance infrastructure, and security, shipping production systems rather than theoretical work.
Focus areas: models and agents from research to production (retrieval, fine-tuning, on-prem inference); GPU compute and resilient pipelines; and post-quantum cryptography with threat-modeled, secure-by-design architecture.
| 🌍 Globe Recon — Full-screen 3D globe with live geospatial layers, satellite tracking, and an interactive recon dashboard. | 🎥 Video Intelligence — LAN-based video AI workbench unifying Kitware projects with modern AI workers: detection, tracking, ReID, VLM analysis. |
| Next.js MapLibre Three.js PostgreSQL | Python FastAPI Temporal PyTorch |
| 🚗 Smart Traffic Israel — Production-grade municipal traffic management dashboard for Israeli cities with real-time monitoring and emergency response. | 🚦 Traffic Monitoring — Real-time AI traffic monitoring with YOLOv8 detection, adaptive signaling, emergency-priority routing, and multi-panel visualization. |
| Next.js 16 React 19 MapLibre GL shadcn/ui | FastAPI YOLOv8 OpenCV WebSocket |
| 🎯 Object Tracking — Modular CV toolkit with Ultralytics YOLO and OpenCV: face detection, license plate recognition, and parking analysis. | 📈 Stock Trading RL — PPO-based trading agent with a Streamlit UI for backtesting, multi-ticker evaluation, and real-time paper trading. |
| Python YOLO OpenCV ByteTrack | Python stable-baselines3 Streamlit Plotly |
| 🖼️ Image Studio — AI image generation and editing platform with real-time processing, job management, and gallery features. | 💥 Violence Detection — Deep learning system for violence detection in video streams using YOLO26 and EfficientNetV2 architectures. |
| Next.js React PostgreSQL Drizzle ORM | Python YOLO26 EfficientNetV2 PyTorch |
| 🗜️ uZip C++ — High-performance compression library implementing I[C[x]] (Information at Criticality) with AVX2 SIMD optimizations. | 🎨 ross-shadcn — 59+ shadcn/ui components themed with a lava-on-obsidian design system: forge-glass morphism and composable modifiers. |
| C++17 AVX2 SIMD CMake zlib | TypeScript React Base UI Tailwind v4 |
| 🏆 Achievement | Count |
|---|---|
| Research Projects | 10+ |
| UI Components | 59+ (ross-shadcn) |
| Real-time Systems | Deployed |
| Open Source | Active |
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| Platform | Link | Description |
|---|---|---|
| 🌐 Main Site | ross-developers.com | Ross Technologies Research Lab |
| 🔐 PQE-369 | pqe369.com | Module-LWE post-quantum encryption — IBM Quantum validated, 4× faster than Kyber |
| 📚 Wiki | wiki.ross-developers.com | Research documentation and knowledge base |
| 🧠 Skills | skills.ross-developers.com | AI skills and capabilities hub |
| 🤗 HuggingFace | huggingface.co/ross-dev | Models, datasets, and spaces |
| 💼 GitHub | github.com/ross-sec | Open source projects and research |
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Building intelligent systems that matter.
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