I will develop a real time video analytics API with tracking

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hamzaziizzzz
H
hamzaziizzzz
Hamza Aziz

About this gig

I will build a productionready video analytics system tailored to your use case. Youll get a FastAPI service that detects people in images and video, with optional pose estimation and tracking (IDs + trails). The system supports realtime streams (webcam/RTSP/HTTP), batch inference, and MJPEG live output for quick demos or deployment.


Everything is delivered in Docker for easy setup, with clear configuration and sample requests. I focus on performance (TensorRT/ONNX where applicable) while keeping accuracy stable. You can keep the code private and receive a readytorun container, or request source code in a custom offer.


Perfect for CCTV analytics, retail insights, security monitoring, sports/fitness analysis, or any realtime people analytics workflow.


Message me with your input sources, GPU/CPU setup, and target features, and Ill recommend the best package.

Get to know Hamza Aziz

Hamza Aziz

AI Product Engineer for LLM Agents, RAG and Computer Vision

  • FromIndia
  • Member sinceAug 2025
  • Languages

    English, Hindi
Hi, I'm Hamza - an AI Product Engineer with 3 years of production experience building LLM apps, voice agents, and computer vision systems that ship to real users. What I build: - Voice AI: Real-time DriveThru ordering agents (LangGraph, Gemini, FastAPI) - raised client success from 25% to 60%+ - LLM Apps: Full-stack RAG pipelines, voice-to-SQL converters, agentic workflows - Computer Vision: 4 facial recognition systems on DGX A100, RTX 4090, Jetson Orin Nano - 99.99% accuracy Let's build something impactful - reach out!

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