AI Engineer at NxtQube (Aerogravity Pvt. Ltd) (2024-06 – 2025-12)
Designed and deployed AI-based warehouse inventory system and RAG-based document intelligence system
- Designed and deployed an AI-based warehouse inventory system using YOLOv8 and OCR to automate box-to-rack mapping from drone-captured images
- Productionized computer vision inference pipelines on AWS EC2, storing raw images in S3 and structured inventory data in Amazon RDS for near real-time tracking
- Built robust OCR pipelines using Google cloud vision OCR and Regex to reliably extract rack IDs and invoice identifiers from noisy warehouse imagery
- Developed a RAG-based document intelligence system using LLMs, FAISS, and Sentence Transformers to enable semantic querying across scanned and digital PDFs
- Integrated OCR + LLM workflows to deliver source-grounded, context-aware answers, reducing manual document lookup and validation effort
