With over 4 years of experience in AI, robotics, and edge computing, I specialize in crafting and deploying real-time AI solutions tailored for industries like agriculture, beach safety, and autonomous systems. My expertise lies in designing high-performance AI architectures, building scalable edge computing pipelines, and optimizing AI models for platforms like NVIDIA Jetson and AWS/GCP cloud environments. What I Bring to the Table: ✅ AI & Machine Learning: Developed custom CNN models for disease detection, plant phenotyping, and classification tasks, optimized for low-latency edge AI devices. ✅ Edge Computing: Architected the Triton Edge AI System using DeepStream SDK, Redis, and WebSocket APIs, delivering efficient, offline-ready AI deployments. ✅ Video & Image Analytics: Built YOLO-based warning systems, GoPro-triggered plant monitoring pipelines, and high-resolution disease severity analysis tools. ✅ Robotics & Autonomous Systems: Created autonomous navigation stacks with ROS, integrating depth cameras, LIDAR, and obstacle avoidance algorithms. ✅ Cloud Infrastructure: Managed AWS EC2, Lambda, S3, and Firebase deployments for scalable cloud-hosted solutions. ✅ Full-Stack Solutions: Delivered end-to-end platforms using Django, Flask, Firebase, and Redis for AI pipelines, access management, and data visualization. Key Projects: 🚀 Triton Edge AI System: Offline-ready edge AI deployment with Redis integration for seamless real-time data handling. 🚀 Scout Data Collection Platform: Off-grid Jetson-based agricultural data collection system with AWS S3 sync and manual cart interface. 🚀 Bifrost VPN Service: Secure remote device access using reverse SSH tunneling, Google OAuth, and EC2 provisioning APIs. 🚀 Real-Time Plant Disease Detection: Built an AI pipeline integrating GoPro-triggered monitoring systems and image classification models. 🚀 Pixel Annotation Tool: Designed a cloud-based labeling tool with Firestore backend for grid-based disease severity scoring. Vision: I aim to bridge the gap between cutting-edge AI technology and real-world applications, focusing on high-performance, interpretable AI models for industries where precision and reliability are paramount.