I will develop computer vision systems for safety, surveillance and sports
Computer Vision Engineer: Video Analytics For Surveillance, Safety and Sports
Level 1
Has met certain performance criteria and shows strong potential in the marketplace.
About this Gig
Need a production-ready Computer Vision or AI system that works outside a Jupyter notebook?
I bring dual UK corporate & startup engineering experience:
- Head of AI Software Dev at TADGT Group (UK)
- Computer Vision Engineer at Hit AI (UK)
I build low-latency, real-time video analytics pipelines that handle occlusion, poor lighting, fast motion, and edge constraints.
WHAT I BUILD
1. Sports Biomechanics: Multi-player tracking (YOLOv8 + ByteTrack), pose estimation, TrackNet ball tracking, 2D court homography.
2. ️ Surveillance & Security: Shoplifting/intrusion detection with polygon zones, AI Gun detection with Gemini agents.
3. Traffic & ANPR: Vehicle tracking, ALPR (YOLOv8 + EasyOCR), traffic density analytics.
4. Agentic Vision: VLM integration (Gemini, GPT-4o) for intelligent camera reasoning.
️ TECH STACK
YOLOv8/v11, PyTorch, MediaPipe, OpenCV, FastAPI, Docker, WebSockets, RTSP, AWS/GCP.
HOW TO START
Every video project is unique. Message me with:
1. Your use-case summary
2. Sample video footage (if available)
I will assess technical feasibility and outline your system architecture!
My Portfolio
FAQ
Do I need to message you before ordering?
Yes. Every project is different. Message me first so I can review your use case and suggest the correct approach, scope, and timeline.
What type of computer vision projects do you work on?
I specialize in real-time computer vision systems for security & surveillance, sports analytics, and traffic monitoring, including detection, tracking, pose/action analysis, and end-to-end video pipelines.
Do you deliver production-ready systems or just demos?
I focus on production-ready solutions. That includes optimized models, real-time inference pipelines, deployment-ready code, and guidance for cloud or edge environments.
2 reviews for this Gig
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Rating Breakdown
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- Quality of delivery
- Value of delivery
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C chpseudo

India
Ongoing collaborationMuneeb has been excellent to work with on a very challenging and highly specialized AI/computer vision project. What I particularly appreciated is his honesty. He doesn't simply say "yes" to everything — he clearly explains technical limitations, challenges assumptions when needed, and proposes practical...
$2,500-$5,000
Price
8 days
Duration
Helpful?C chpseudo

India
Ongoing collaborationgreat job !
$600-$800
Price
4 days
Duration
Helpful?
2 reviews for this Gig
| (2) | ||
| (0) | ||
| (0) | ||
| (0) | ||
| (0) |
Rating Breakdown
- Seller communication level
- Quality of delivery
- Value of delivery
Sort By
C chpseudo

India
Ongoing collaborationMuneeb has been excellent to work with on a very challenging and highly specialized AI/computer vision project. What I particularly appreciated is his honesty. He doesn't simply say "yes" to everything — he clearly explains technical limitations, challenges assumptions when needed, and proposes practical...
$2,500-$5,000
Price
8 days
Duration
Helpful?C chpseudo

India
Ongoing collaborationgreat job !
$600-$800
Price
4 days
Duration
Helpful?

