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English
$
USD
I will build an ai video analytics poc
Naif Ahmed
About this gig
Need a practical computer vision proof of concept before investing in a full system? I will build an AI video analytics POC for object detection, image/video processing, or camera-based workflows.
This gig is for buyers who want to test whether an idea can work on real sample data. I can help with YOLO/object detection pipelines, image or video inference, simple web app or API demos, model integration, basic evaluation, and clean source code.
Typical use cases:
- Detect people, vehicles, products, defects, safety gear, or custom objects
- Analyze images, uploaded videos, CCTV/RTSP-style footage, or sample clips
- Build a FastAPI/Flask demo, processing script, or simple dashboard
- Integrate an existing model or prepare a custom proof of concept
What you get depends on the package, but the focus is always a usable technical POC: clear assumptions, working code, and practical next-step guidance.
Please message me before ordering so I can confirm your data, scope, timeline, and whether training/fine-tuning is needed.
Get to know Naif Ahmed
Naif Ahmed
AI Solutions Consultant
- FromSaudi Arabia
- Member sinceMay 2023
- Avg. response time1 hour
Languages
Arabic, English
I help organizations assess, build, and deploy practical AI solutions, from feasibility and proof of concept to private platforms and edge or on-premise deployment.
My work focuses on computer vision, YOLO object detection, image/video/CCTV analytics, dataset workflows, FastAPI backends, processing pipelines, private LLM/VLM deployments, RAG, OCR, Arabic document processing, and NVIDIA Jetson or RTSP camera integration.
I can support the full lifecycle: idea, feasibility, POC, platform, edge/on-prem deployment, and support. My goal is to deliver usable systems, not only trained models.
FAQ
Do I need to provide data or sample videos?
Yes. Please provide sample images or videos, or describe the data source. If you do not have data yet, I can advise what to collect, but final accuracy depends on real examples.
