At PINACA Technologies Pvt Ltd, I architected and shipped a document-aware RAG chatbot using Qdrant and SentenceTransformers, replacing manual keyword-based document search. I also designed ETL pipelines that turn PDF, DOCX, and TXT files into structured data for querying and downstream ML.
I integrated OCR, YOLO object detection, summarization, and NER into a Dockerized microservice architecture, and built async FastAPI APIs to orchestrate the pipeline. I also built a real-time YOLOv8 CCTV analytics pipeline to detect missing number plates and no-helmet violations.
