Projects We've Built

Challenge

Building an AI system to assist radiologists in identifying abnormalities in medical imaging.

Solution

Developed a deep learning model using PyTorch trained on 100k+ medical images, integrated with a React dashboard.

Results

95% accuracy, 40% reduction in review time, used by 5+ hospitals

Challenge

Predicting inventory needs across multiple warehouses to reduce stockouts and excess inventory.

Solution

Built custom ML pipeline with demand forecasting, supply chain optimization, and real-time recommendations.

Results

$2M+ annual savings, 30% inventory reduction, 99.9% fulfillment rate

Challenge

Automating customer support tickets classification and routing to reduce response time.

Solution

Implemented NLP pipeline with ticket classification, sentiment analysis, and intelligent routing system.

Results

60% faster response time, $500k annual cost savings, 92% customer satisfaction