Projects using GitHub in LahoreProjects using GitHub in Lahore
Cover image for LakeShield - AI-Powered Video Monitoring
LakeShield - AI-Powered Video Monitoring and Vessel Intelligence Platform I led the development of LakeShield as the Senior AI/ML Engineer and Lead Developer, taking the platform from initial research and experimentation to a scalable production system. My responsibilities included: ๐Ÿ”น Designing the end-to-end AI and video-processing architecture ๐Ÿ”น Building YOLO-based boat and vehicle detection pipelines ๐Ÿ”น Developing object tracking and movement-analysis workflows ๐Ÿ”น Implementing OCR for extracting boat registration information ๐Ÿ”น Creating scalable pipelines for processing thousands of surveillance videos ๐Ÿ”น Developing FastAPI backend services and automated data workflows ๐Ÿ”น Building a Next.js analytics dashboard integrated with Supabase ๐Ÿ”น Deploying and operating the AI pipeline on cloud GPU infrastructure ๐Ÿ”น Optimizing model accuracy, inference speed, infrastructure costs, and reliability ๐Ÿ”น Managing production monitoring, troubleshooting, maintenance, and continuous improvements The platform transforms raw surveillance footage into structured operational insights, enabling automated vessel monitoring, vehicle activity analysis, registration extraction, and reporting. This project involved complete technical ownership across Computer Vision, AI/ML, backend development, cloud infrastructure, data engineering, MLOps, and production operations. #ComputerVision #VideoAnalytics #ArtificialIntelligence #ObjectDetection #OCR #MLOps #FastAPI #NextJS #Supabase #CloudEngineering
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