Guy

With over 25 years of experience in IT as a developer, I have built a strong background in full stack web applications, mobile apps, and data-driven systems. My recent focus is on computer vision projects, specializing in object detection and face recognition using YOLO models, TensorFlow, and PyTorch. I have a strong interest in privacy-preserving AI, applying techniques such as zero-knowledge encryption and fully homomorphic encryption (Zama) to enable secure and confidential computer vision solutions. I combine deep technical expertise with a pragmatic approach, using modern tools like GitHub Copilot and Kilocode to accelerate prototyping and delivery. My strength lies in bridging the gap between advanced AI models and production-ready, secure applications. Relevant Technical Skills Computer Vision & AI: YOLO (object detection & tracking), Face Recognition, TensorFlow, PyTorch, OpenCV, Python (Anaconda, NumPy, Pandas), C/C++ for performance-critical components Privacy & Security: Zero-knowledge encryption, Fully Homomorphic Encryption (Zama) Rapid Development Tools: GitHub Copilot, Kilocode Cloud & Deployment: Firebase, Google Cloud, DigitalOcean, Docker Data & Integration: PostgreSQL, Firestore, Redis, Elasticsearch, Apache Kafka Web & Mobile Frameworks: Angular, Ionic (Capacitor/Cordova), Node.js OS & Scripting: macOS, Linux, Bash, Zsh Computer Vision Projects YOLO-based Object Detection: Designed and deployed real-time pipelines for tasks such as vehicle tracking, people detection, and anomaly recognition. Face Recognition with Privacy Preservation: Integrated face recognition models with zero-knowledge encryption and fully homomorphic encryption (Zama) to ensure sensitive biometric data remains confidential during inference. Secure Edge AI: Deployed encrypted vision models on mobile and cloud platforms, balancing performance with strong data privacy guarantees. Strengths Expertise in object detection and face recognition with YOLO Application of privacy-preserving ML techniques (ZKP, FHE) Rapid prototyping with AI-assisted coding tools (Copilot, Kilocode) Experience delivering scalable, secure computer vision applications