Case Studies
Automated Invoice Processing (Logistics Industry)
Developed a complete OCR + NLP + LLM system to automate extraction of structured fields
from scanned invoices, packing lists, and delivery documents.
- 89% reduction in manual processing time
- 97.3% extraction accuracy
- 40% operational cost reduction
- System ROI in 7 weeks
Custom AI Assistant for Internal Support (Enterprise SaaS)
Built a GPT-powered internal chatbot using a RAG pipeline connected to internal
documentation, dashboards, and API endpoints.
- 62% reduction in support team workload
- +43% improvement in resolution speed
- Handles 500k+ helpdesk queries monthly
- Integrated SSO + internal analytics
Demand Forecasting System (Retail Chain)
Created a machine learning forecasting engine predicting SKU-level demand
across 42 store locations.
- 92% forecast accuracy
- 28% reduction in overstock
- 35% decrease in inventory waste
- Improved supply-chain decisions
Quality Inspection Computer Vision System (Manufacturing)
Designed a real-time defect detection model using CNNs and image segmentation
to automate quality control.
- Detection accuracy: 96.5%
- Reduced manual inspection by 70%
- Real-time inference with edge deployment