You will get a custom real time object detection model with inference pipeline
Top Rated
Top Rated
Project details
Hi there,
Thanks for checking out my gig!
I'm Muhammad Usama Aleem, a TOP RATED and highly experienced Machine Learning and Computer Vision specialist on Upwork. I specialize in building 𝙧𝙚𝙖𝙡-𝙩𝙞𝙢𝙚 𝙤𝙗𝙟𝙚𝙘𝙩 𝙙𝙚𝙩𝙚𝙘𝙩𝙞𝙤𝙣 systems that use cutting-edge AI and deep learning models like YOLO, GroundingDino,, and OpenCV. With proven expertise in 𝙤𝙗𝙟𝙚𝙘𝙩 𝙙𝙚𝙩𝙚𝙘𝙩𝙞𝙤𝙣, 𝙞𝙢𝙖𝙜𝙚 𝙧𝙚𝙘𝙤𝙜𝙣𝙞𝙩𝙞𝙤𝙣, 𝙧𝙚𝙖𝙡-𝙩𝙞𝙢𝙚 𝙩𝙧𝙖𝙘𝙠𝙞𝙣𝙜, and 𝙫𝙞𝙨𝙪𝙖𝙡 𝙞𝙣𝙨𝙥𝙚𝙘𝙩𝙞𝙤𝙣, I deliver high-quality solutions tailored to your business needs.
Whether you need basic object detection for images or complex real-time video analytics, I’ve got you covered. I offer 𝙖𝙘𝙘𝙪𝙧𝙖𝙩𝙚, 𝙛𝙖𝙨𝙩, and 𝙨𝙘𝙖𝙡𝙖𝙗𝙡𝙚 object identification, detection, and classification.
What I offer:
• Basic object detection models
• Real-time object tracking and analysis
• Computer Vision solution for Conveyor Belt and Assembly Line Optimization
• AI-powered custom solutions for detecting multiple objects
• Video surveillance and automated visual inspections
𝙍𝙚𝙖𝙙𝙮 𝙩𝙤 𝙜𝙚𝙩 𝙨𝙩𝙖𝙧𝙩𝙚𝙙? Let’s discuss your project in detail.
Best,
Muhammad Usama Aleem
Thanks for checking out my gig!
I'm Muhammad Usama Aleem, a TOP RATED and highly experienced Machine Learning and Computer Vision specialist on Upwork. I specialize in building 𝙧𝙚𝙖𝙡-𝙩𝙞𝙢𝙚 𝙤𝙗𝙟𝙚𝙘𝙩 𝙙𝙚𝙩𝙚𝙘𝙩𝙞𝙤𝙣 systems that use cutting-edge AI and deep learning models like YOLO, GroundingDino,, and OpenCV. With proven expertise in 𝙤𝙗𝙟𝙚𝙘𝙩 𝙙𝙚𝙩𝙚𝙘𝙩𝙞𝙤𝙣, 𝙞𝙢𝙖𝙜𝙚 𝙧𝙚𝙘𝙤𝙜𝙣𝙞𝙩𝙞𝙤𝙣, 𝙧𝙚𝙖𝙡-𝙩𝙞𝙢𝙚 𝙩𝙧𝙖𝙘𝙠𝙞𝙣𝙜, and 𝙫𝙞𝙨𝙪𝙖𝙡 𝙞𝙣𝙨𝙥𝙚𝙘𝙩𝙞𝙤𝙣, I deliver high-quality solutions tailored to your business needs.
Whether you need basic object detection for images or complex real-time video analytics, I’ve got you covered. I offer 𝙖𝙘𝙘𝙪𝙧𝙖𝙩𝙚, 𝙛𝙖𝙨𝙩, and 𝙨𝙘𝙖𝙡𝙖𝙗𝙡𝙚 object identification, detection, and classification.
What I offer:
• Basic object detection models
• Real-time object tracking and analysis
• Computer Vision solution for Conveyor Belt and Assembly Line Optimization
• AI-powered custom solutions for detecting multiple objects
• Video surveillance and automated visual inspections
𝙍𝙚𝙖𝙙𝙮 𝙩𝙤 𝙜𝙚𝙩 𝙨𝙩𝙖𝙧𝙩𝙚𝙙? Let’s discuss your project in detail.
Best,
Muhammad Usama Aleem
Machine Learning Tools
ChatGPT, GPT-3, Keras, NumPy, NVIDIA AI Platform, OpenCV, pandas, Python, Python Scikit-Learn, PyTorch, scikit-learn, SQL, Tesseract OCR, XGBoostWhat's included
| Service Tiers |
Starter
$250
|
Standard
$500
|
Advanced
$1,000
|
|---|---|---|---|
| Delivery Time | 3 days | 5 days | 7 days |
Number of Revisions | 2 | 2 | 2 |
Model Validation/Testing | |||
Model Documentation | - | - | - |
Data Source Connectivity | |||
Source Code |
21 reviews
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This project doesn't have any reviews.
SF
Safi F.
Jun 2, 2026
Bilqis AI Edge Deployment
Reconnected with Muhammad again after almost 2 years and he went above and beyond as usual - definitely a team member and reliable person.
LC
Leland C.
May 12, 2026
USA Insurance AI app Needs Computer Vision and Deduplication Expert
Good freelancer
RP
Ryan P.
Apr 24, 2026
Computer Vision Expert Only (7 years +)
DK
Donald K.
Mar 24, 2026
Senior AI/ML Engineer for Self-Learning Multi-AI Agent System for GoHighLevel (GHL)
Exceptional AI/ML engineer. He built a fully autonomous, self-learning multi-agent system integrated with GoHighLevel APIs, automating our lead management, CRM workflows, and client communications flawlessly. Deep expertise in LLMs, Python, LangChain, and AI agent architecture. Delivered on time, communicated clearly, and went beyond the brief. If you need serious AI automation built right, hire him without hesitation. Will absolutely work together again.
JM
John M.
Mar 3, 2026
AI Engineer | LLM, RAG, LangGraph & AI Agent Development Specialist for MVP Development
Usama built a private AI agent for our company using LLM + RAG architecture, and the results exceeded expectations. He designed a structured system and also helped me understand the architecture, which most freelancers don't do.
What stood out was his ability to translate complex AI concepts into practical business solutions. He asked the right questions, challenged assumptions, and ensured our data stayed secure.
The MVP was delivered on time, cleanly documented, and production-ready. We’re now planning Phase 2 with him.
If you’re looking for someone who understands both AI engineering and real-world implementation, I highly recommend working with him.
What stood out was his ability to translate complex AI concepts into practical business solutions. He asked the right questions, challenged assumptions, and ensured our data stayed secure.
The MVP was delivered on time, cleanly documented, and production-ready. We’re now planning Phase 2 with him.
If you’re looking for someone who understands both AI engineering and real-world implementation, I highly recommend working with him.
About Muhammad Usama
AI/ML | AI Agents, LLM, RAG | Computer Vision | Full-Stack Developer
100%
Job Success
Multan, Pakistan - 1:58 pm local time
🔸 LLM, AI Chatbots, RAG & Automation Systems
🔸 AI Developer | Python | React.js | Node.js | AI Agent & Automation
🔸 End-to-End Ownership: Model → API → Frontend → Deployment
🔸 Post-Delivery Support Included
I’m an AI and ML Engineer, designing and deploying end-to-end AI systems that solve complex real-world challenges. My background spans AI, Full Stack development, Computer Vision, NLP, LLMs, RAG architectures, and Multi AI Agents, enabling me to build intelligent, scalable, and automation-ready platforms for global clients.
✔️ 𝗪𝗵𝗮𝘁 𝗜 𝗕𝘂𝗶𝗹𝗱
AI & ML Systems
• LLMs, GPT-powered apps, RAG pipelines, LangChain, LangGraph
• Predictive analytics, recommendation engines, anomaly detection
• NLP engines: sentiment analysis, chatbots (text/voice), summarization, custom transformers
• Real-time object detection (YOLO, Detectron2), pose estimation (MediaPipe, OpenPose)
Computer Vision Applications
• Industrial defect detection (98%+ accuracy)
• Worker-safety monitoring, multi-camera systems
• OCR automation & image/video analytics
• Real-time CV dashboards & monitoring tools
Full-Stack AI Integration
• Python: FastAPI, Flask, Django
• Frontend apps: React, Next.js, Vue.js
• AI microservices, scalable REST/GraphQL APIs
• Deployments on AWS, GCP + edge devices (Jetson Nano, Raspberry Pi)
AI Automation & Workflows
• Social media automation (Instagram/TikTok/X)
• E-commerce automation (Shopify/Woo)
• Web automation & scraping (Selenium, Scrapy)
• ML CI/CD pipelines (MLflow, Kubeflow, Docker, Kubernetes)
✔️ 𝗧𝗲𝗰𝗵 𝗦𝘁𝗮𝗰𝗸
AI & ML: Python, PyTorch, TensorFlow, Transformers, Scikit-Learn
LLMs & Automation: GPT-4/5, RAG, LangChain, LangGraph, CrewAI
Computer Vision: YOLOv8, OpenCV, Detectron2, MediaPipe
Backend: FastAPI, Flask, Django, Node.js
Frontend: React, Next.js, Vue.js
Databases: MongoDB, PostgreSQL, MySQL, Firebase, Supabase
DevOps: Docker, Kubernetes, MLflow, CI/CD
Cloud & Edge: AWS, GCP, Azure, NVIDIA Jetson, Raspberry Pi
✔️ 𝗪𝗵𝘆 𝗪𝗼𝗿𝗸 𝗪𝗶𝘁𝗵 𝗠𝗲
• I ship production-ready AI solutions, not just prototypes
• I bridge AI models with full-stack applications seamlessly
• Transparent communication, clean documentation, and on-time delivery
• I focus on real business impact, not unnecessary complexity
🧠 𝗥𝗲𝗮𝗱𝘆 𝘁𝗼 𝗯𝘂𝗶𝗹𝗱 𝗮 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻-𝗴𝗿𝗮𝗱𝗲 𝗔𝗜 𝘀𝗼𝗹𝘂𝘁𝗶𝗼𝗻?
Let’s connect and bring your vision to life today.
Steps for completing your project
After purchasing the project, send requirements so Muhammad Usama can start the project.
Delivery time starts when Muhammad Usama receives requirements from you.
Muhammad Usama works on your project following the steps below.
Revisions may occur after the delivery date.
Data annotate if not annotated
Data sanity check for annotation