Data Analysis Projects in Johar TownData Analysis Projects in Johar Town
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: šŸ”¹ Designing the end-to-end AI and video-processing architecture šŸ”¹ Building YOLO-based boat and vehicle detection pipelines šŸ”¹ Developing object tracking and movement-analysis workflows šŸ”¹ Implementing OCR for extracting boat registration information šŸ”¹ Creating scalable pipelines for processing thousands of surveillance videos šŸ”¹ Developing FastAPI backend services and automated data workflows šŸ”¹ Building a Next.js analytics dashboard integrated with Supabase šŸ”¹ Deploying and operating the AI pipeline on cloud GPU infrastructure šŸ”¹ Optimizing model accuracy, inference speed, infrastructure costs, and reliability šŸ”¹ 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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Cover image for šŸ“ˆ Sharing Task 2 of
šŸ“ˆ Sharing Task 2 of my Python Programming Internship at CodeAlpha (https://www.linkedin.com/company/codealpha/)! This project is a Stock Portfolio Tracker built in Python. The user enters stock names and quantities, and the program calculates the total investment value using a hardcoded dictionary of stock prices (like AAPL, TSLA, GOOGL, and more). It validates input, lets you add multiple stocks, displays a clean summary table and optionally saves the results to a .txt or .csv file. I also built a bonus browser-based version using HTML, CSS, and JavaScript with a live-updating portfolio table, a dropdown to select stocks and a one-click CSV download feature. Through this task, I got hands-on practice with: āœ… Dictionaries for structured data storage āœ… Input/output handling and validation āœ… Basic arithmetic for real-world calculations āœ… File handling (.txt and .csv export) āœ… Translating backend logic into an interactive front-end Thankful to CodeAlpha for this practical learning experience on to the next task! šŸ”— GitHub repo link: https://lnkd.in/dswwqvYU (https://lnkd.in/dswwqvYU)hashtag#CodeAlpha (https://www.linkedin.com/search/results/all/?keywords=%23codealpha&origin=HASH_TAG_FROM_FEED) hashtag#PythonProgramming (https://www.linkedin.com/search/results/all/?keywords=%23pythonprogramming&origin=HASH_TAG_FROM_FEED) hashtag#Internship (https://www.linkedin.com/search/results/all/?keywords=%23internship&origin=HASH_TAG_FROM_FEED) hashtag#LearningByDoing (https://www.linkedin.com/search/results/all/?keywords=%23learningbydoing&origin=HASH_TAG_FROM_FEED) hashtag#SoftwareDevelopment (https://www.linkedin.com/search/results/all/?keywords=%23softwaredevelopment&origin=HASH_TAG_FROM_FEED) hashtag#StudentDeveloper (https://www.linkedin.com/search/results/all/?keywords=%23studentdeveloper&origin=HASH_TAG_FROM_FEED) hashtag#BSCS (https://www.linkedin.com/search/results/all/?keywords=%23bscs&origin=HASH_TAG_FROM_FEED)
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