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I will build custom yolo object detection, segmentation and tracking systems
AI Systems Engineer From Idea to Deployment
I help startups and businesses build production-ready AI systems that automate workflows, generate insights, and solve real business problems.
My expertise spans Computer Vision, NLP, RAG, AI Agents,...
Level 2
Has met high performance criteria and has a proven track record for meeting client expectations.
About this Gig
Please contact me before placing an order so we can discuss your requirements, dataset, and the best YOLO approach for your project.
I am a Machine Learning Engineer specializing in custom YOLO Object Detection, Instance Segmentation, and Multi-Object Tracking systems.
Services:
- Real time Object Detection in Images & Videos
- Custom Pose Estimation of Objects (Pitch, yaw, and roll)
- Instance Segmentation
- Multi-Object Tracking & Counting
- Vehicle & People Detection
- PPE & Safety Monitoring
- Traffic & CCTV Analytics
- Custom YOLO Model Training
- Real-Time Video Analytics
- REST APIs & Cloud Deployment (AWS EC2)
Previous projects include People & Vehicle Detection, Traffic Analytics, Warehouse Monitoring, Medical Imaging, Smart Surveillance, and Sports Tracking systems.
Technologies:
YOLOv8, YOLOv11, OpenCV, PyTorch, TensorFlow, DeepSORT, ByteTrack, ONNX, TensorRT, FastAPI, Docker, and OpenVINO.
Deployment:
- AWS EC2 & Cloud Servers
- REST APIs & Web Applications
- Docker Containers
- Raspberry Pi & NVIDIA Jetson
- Edge Device Deployment
Feel free to drop me a message with your projec
APIs:
Azure Face API
Programming language:
Python
Tools:
Jupyter Notebook
•
OpenCV
•
PyTorch
Frameworks:
Scikit-learn
•
PyTorch
•
Panda
My Portfolio
Other Data Science & ML Services I Offer
FAQ
Should I contact you before placing an order?
Yes. Every dataset, camera setup, and business requirement is different. A quick discussion helps ensure the right approach, timeline, and package for your project, saving both time and cost.
Can you work with my custom dataset or use case?
Yes. Most projects involve custom images, videos, CCTV footage, industrial data, retail footage, or proprietary datasets. Message me with a sample of your data and requirements, and I'll recommend the most suitable approach before you place an order.
Will my data remain confidential?
Absolutely. All datasets, images, videos, documentation, and project discussions are treated as confidential. Your data is never shared, reused, published, or distributed. If required, I am also comfortable working under an NDA before project execution.
I'm not sure whether object detection or segmentation is right for my project.
No problem. Send me a brief description, sample images, or a short video of your use case. I'll review it and suggest the most suitable solution before you place an order.
Can you train YOLO models on my own classes and objects?
Yes. I can train custom YOLO models for your specific objects, products, vehicles, equipment, people, safety gear, defects, or any other target classes available in your dataset.
Do you provide deployment or API integration?
Yes. Depending on your requirements, I can deliver a complete solution including inference pipelines, REST APIs, Docker containers, dashboards, cloud deployment, or local deployment support.
Can you handle large or long-term projects?
Yes. I work on both small proof-of-concepts and large production systems. If your project involves multiple cameras, large datasets, continuous monitoring, or deployment requirements, feel free to message me to discuss the scope.
