Projects using GitHub in LahoreProjects using GitHub in LahoreLakeShield - 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:
๐น Designing the end-to-end AI and video-processing architecture
๐น Building YOLO-based boat and vehicle detection pipelines
๐น Developing object tracking and movement-analysis workflows
๐น Implementing OCR for extracting boat registration information
๐น Creating scalable pipelines for processing thousands of surveillance videos
๐น Developing FastAPI backend services and automated data workflows
๐น Building a Next.js analytics dashboard integrated with Supabase
๐น Deploying and operating the AI pipeline on cloud GPU infrastructure
๐น Optimizing model accuracy, inference speed, infrastructure costs, and reliability
๐น 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