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PYTORCH // COMPUTER VISION // PREDICTIVE ANALYTICS
TIMELINE: 4–8 weeksFROM $5,000

Applied AI/ML in Web & Apps

Custom deep learning and machine learning models trained on proprietary datasets and optimized for ultra-low latency on edge devices and GPU clusters.

Core Deliverables

Custom PyTorch convolutional & transformer models
Computer vision (object detection, image segmentation)
Collaborative filtering & vector recommendation engines
ONNX Runtime quantization & edge inference
FastAPI microservices wrapped in Docker containers

Architectural Guarantees

INT8 post-training quantization reducing model memory footprints by 75%
CUDA-accelerated microservices with auto-scaling Kubernetes worker pods
End-to-end MLflow experiment tracking and model registry
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Initiate your Applied AI/ML in Web & Apps engagement

Guaranteed 12-hour response and architectural consultation with principal engineers.