You will get expert object tracking model development services
Top Rated
Project details
You will get professional object tracking solutions using advanced computer vision and deep learning techniques. I specialize in building tracking pipelines with DeepSORT, ByteTrack, NorFair, and YOLO-based trackers to follow multiple objects consistently across frames.
From dataset preparation and model setup to tracking evaluation and optimization, I provide end-to-end services that ensure accuracy and performance. Whether you need single-object tracking, multi-object tracking, or identity consistency across cameras, I deliver scalable solutions customized to your use case.
From dataset preparation and model setup to tracking evaluation and optimization, I provide end-to-end services that ensure accuracy and performance. Whether you need single-object tracking, multi-object tracking, or identity consistency across cameras, I deliver scalable solutions customized to your use case.
Machine Learning Tools
NumPy, OpenCV, PyTorch, TensorFlowWhat's included
| Service Tiers |
Starter
$250
|
Standard
$700
|
Advanced
$1,300
|
|---|---|---|---|
| Delivery Time | 5 days | 10 days | 15 days |
Number of Revisions | 2 | 3 | 5 |
Number of Model Variations | 2 | 3 | 7 |
Number of Scenarios | 2 | 3 | 7 |
Number of Graphs/Charts | 1 | 3 | 7 |
Model Validation/Testing | - | ||
Model Documentation | - | ||
Data Source Connectivity | - | - | |
Source Code | - | - |
Frequently asked questions
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DG
Dhruv G.
May 12, 2026
Computer Vision | AI | Mentoring | Python DSA
Thanks a lot shah, really appreciate the efforts for educating me, and sharing your knowledge woth me. Really appreciate the efforts, thanks for all thr lessons on python, ai, ml, dl, python and concepts foundations and lessons amd practice.
LP
Ljiljana P.
Apr 23, 2026
Looking for AI, ML Engineer
BB
Burim B.
Feb 21, 2026
Object Detection Research Project: Data Collection, YOLO Training, and Research Paper Writing
I received the support I needed in a clear and professional manner, which made the entire process smooth and stress-free.
RM
Ray M.
Feb 11, 2026
Ocr
He is genuine and honest, and very flexible with time and goal focused, will work with him again
ID
Imran D.
Aug 12, 2025
Build High-Accuracy Object Detection + Identity Tracking Pipeline for Multi-Person Video Clips
About Shah
AI Engineer | LLMs | RAG | Agentic AI | Computer Vision | FastAPI
92%
Job Success
Wah Cantt, Pakistan - 5:11 pm local time
I'm a Full Stack AI Engineer with deep expertise across Computer Vision, LLMs, Retrieval-Augmented Generation (RAG), Agentic AI, Voice AI, and Generative AI applications — all backed by production-grade FastAPI backends and scalable deployment infrastructure.
Whether you need a smart vision pipeline, an intelligent chatbot with memory and tools, a voice agent that can reason and respond, or a full-stack AI-powered web application — I deliver systems that are built to last, not just demos.
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WHAT I BUILD
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LLMs, RAG & Agentic AI Systems
Custom LLM integrations, RAG pipelines with vector stores (FAISS, Pinecone, Chroma), and multi-step AI agents using LangChain, LlamaIndex, and OpenAI/Groq/Gemini APIs — built for real business workflows.
Voice Agentic AI
End-to-end voice AI agents with speech-to-text (Whisper, Deepgram), LLM reasoning, and text-to-speech (ElevenLabs, TTS) — capable of real-time conversations, call automation, and voice-driven workflows.
Generative AI Applications
AI-powered products built on top of foundation models — document intelligence, AI assistants, content generation pipelines, multimodal apps, and custom chatbots with tool use and memory.
FastAPI Backend Development
Scalable, async REST APIs using FastAPI and Python — with PostgreSQL/MongoDB databases, JWT auth, background task processing, WebSocket support, and Docker-based deployments.
Computer Vision & Edge AI
Object detection, multi-object tracking, OCR pipelines, face recognition, segmentation, and edge deployment on NVIDIA Jetson/Raspberry Pi — using YOLOv8-v11, RT-DETR, SAM, and more.
Visual Inspection & Industrial Automation
Real-time defect detection, anomaly detection, and quality control pipelines — built for manufacturing, logistics, security, and healthcare.
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TECH STACK
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✅ LLMs & AI: OpenAI · Groq · Gemini · Claude · LangChain · LlamaIndex · CrewAI
✅ Voice AI: Whisper · Deepgram · ElevenLabs · Twilio · LiveKit
✅ RAG & Vector DBs: FAISS · Pinecone · ChromaDB · Weaviate
✅ Backend: FastAPI · Python · PostgreSQL · MongoDB · Redis · Docker
✅ Computer Vision: YOLOv8-v11 · RT-DETR · SAM · OpenCV · PaddleOCR · InsightFace
✅ Frameworks: PyTorch · TensorFlow · TensorRT · ONNX
✅ Cloud & Infra: AWS · GCP · RunPod · CUDA · GitHub Actions
✅ Edge AI: NVIDIA Jetson · Raspberry Pi · TensorRT export
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WHY CLIENTS CHOOSE ME
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→ Full-stack AI thinking — I design systems from model to API to deployment
→ Production-first approach — clean code, documented APIs, real-world constraints
→ Rare combination of Computer Vision + LLM + Voice + Backend under one roof
→ Top Rated on Upwork · Fast delivery · Domain experience across 5+ industries
Have an AI project you need built right? Let's talk.
Steps for completing your project
After purchasing the project, send requirements so Shah can start the project.
Delivery time starts when Shah receives requirements from you.
Shah works on your project following the steps below.
Revisions may occur after the delivery date.
Requirement Gathering
Understand tracking goals and scenarios
Data Preparation
Collect/annotate sample videos (if required)