AI-Driven Video Surveillance & Vessel Monitoring Platform Expert

AI-Driven Video Surveillance & Vessel Monitoring Platform ExpertAI-Driven Video Surveillance & Vessel Monitoring Platform Expert

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Arslan Mehmood

• Jul 10

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:

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

AI Engineer Python Machine Learning Engineering computervision Data Analysis GitHub Hugging Face

Jai Rola

pro

• Jul 6

Git Merge vs. Git Rebase

Git GitHub Web Development

Marco Wong

pro

• Jul 7

🙌

Aminat Akere

• Jul 6

Exploring AI Through a Cinematic Hero Section I wanted to see how far I could push AI beyond generating static UI. So I designed a luxury real estate landing page and used AI to create a cinematic background video that brings the hero section to life. The goal wasn’t just to make it look beautiful. It was to create an experience that immediately communicates luxury, elegance, and aspiration the moment someone lands on the page. This is still a work in progress, but I wanted to share the hero section because I’m genuinely impressed by how AI can now help designers prototype premium experiences much faster than before. AI didn’t replace the design thinking. It helped me bring the vision to life more quickly. The full landing page is still in progress, and I’ll be sharing the complete design soon.

Scott McLeslie

• Jul 5

From red and blue traces on a screen to a fully fabricated PCB - the hardware design process is always exciting. But the greatest reward is seeing the final product in action. Hearing scientists use my boards alongside their high-grade lab equipment makes all the hard work completely worthwhile.

Software Development Full Stack Development Altium Designer Python

Boluwatife Delight

• Jul 6

Wow, congratulations on your latest milestone, more to come! 🚀 Seeing abstract traces on a screen transition into a real physical board used in actual scientific labs must be an incredible feeling. Awesome engineering.