I will build a custom pose estimation and motion tracking system

H
hashirahm
H
hashirahm
Hashir A
build a custom pose estimation and motion tracking system
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build a custom pose estimation and motion tracking system
Full Screen
Full Screen
build a custom pose estimation and motion tracking systembuild a custom pose estimation and motion tracking systembuild a custom pose estimation and motion tracking system

About this gig

I build custom AI systems that track human body movement from video or webcam feed from simple 2D joint detection to full 3D pose reconstruction.

Whether you need real-time rep counting for a fitness app, motion analysis for sports/physiotherapy, or skeleton tracking for a dance/animation tool, I design and deliver a working pipeline tailored to your use case.

What I can build for you:

  • Real-time 2D pose/joint detection (webcam or video input)
  • 3D pose estimation from 2D keypoints (lifting 2D to 3D space)
  • Automatic rep counting and form-checking (e.g. squats, curls, push-ups) using joint-angle thresholds
  • Custom motion metrics (range of motion, symmetry, joint angles) for physiotherapy or sports use cases
  • Web-deployable pipeline (API + simple frontend) so you can plug it into your product

Why work with me:

I've built and deployed a full 2D-to-3D pose estimation system end-to-end from a custom-trained deep learning model (evaluated at ~50mm average joint error, 95%+ accuracy within a usable threshold) to a live web app with real-time 3D skeleton visualization and an AI-powered gym rep counter. I'm not just wiring together an off-the-shelf library I understand and can customize the unde

  • AI engine

    • ChatGPT
    • Claude
    • Gemini

  • Tools & frameworks

    • Other

  • AI solution type

    • Other

  • Purpose

    • Customer support
    • Content creation
    • Research
    • Customer service
    • Project management

Get to know Hashir A

Hashir A

Data Scientist Machine Learning and Deep Learning Developer

  • FromPakistan
  • Member sinceMar 2023
  • Avg. response time1 hour

  • Languages

    Urdu, English
Hello! I’m Hashir Ahmed, a passionate Data Scientist and AI Developer currently pursuing my Bachelor’s degree in Data Science at FAST NUCES. I specialize in Machine Learning, Deep Learning, Data Analysis, and Full-Stack Development, blending analytical intelligence with technical creativity to deliver impactful AI-driven solutions. Over the years, I’ve gained hands-on experience in Python, C++, and the MERN Stack, developing intelligent systems that combine powerful algorithms with elegant design. My focus lies in solving real-world problems using data — from predictive analytics to smart

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