I will build custom computer vision models for object detection and tracking

Need an AI system that detects defects, verifies assemblies, counts objects, or monitors safety compliance? I build production-grade computer vision solutions not just notebook demos.

Unlike most CV freelancers, I come from 13+ years in manufacturing IT, deploying real systems on real production lines in medical device and industrial facilities. NVIDIA Certified.

What I can build for you:

• Object detection & tracking (YOLOv8, custom CNNs)
• Defect detection & visual quality inspection
• Safety compliance monitoring (PPE, gloves, equipment)
• People/vehicle counting & direction tracking
• Label verification & OCR
• Image classification & segmentation
• Edge AI deployment on NVIDIA Jetson (Nano, Orin)
• Full ML apps with frontend, backend & API

Model architectures: YOLO (v5/v8/v11), EfficientDet, custom CNNs, CLIP, TensorRT optimization

Tools: OpenCV, TensorFlow, PyTorch, FastAPI, Next.js, Supabase, DeepSORT, ByteTrack

What I deliver:

• Trained model with inference script
• API endpoint or full-stack app (if needed)
• Documentation & deployment guide
• Post-delivery support

I deploy systems that run in production on edge devices, on servers, or in the cloud. Not just training, but the full pipeline.