deepak k rAI
I build AI-powered backends — RAG systems that ship to production.
AI & Engineering Expertise
Retrieval-Augmented Generation
LangChain · FAISS · Chroma · Qdrant
Large Language Models
OpenAI · Hugging Face · Prompt Engineering
Computer Vision & OCR
OpenCV · Tesseract · FastAI · PyTorch
Intelligent Doc Processing
Classification · Extraction · Summarisation
Real-Time Multimedia
FFmpeg · RTSP · HLS.js
Scalable Backends
REST APIs · MySQL · Laravel · Python
/ Experience
Senior Software Developer · Trust Research
07/2016 — Present- ▹ Lead backend & AI engineering for data-driven products — RAG, LLM apps, OCR pipelines.
- ▹ Architect REST APIs, vector search and document-intelligence workflows end-to-end.
- ▹ Mentor engineers and translate ambiguous business problems into shipped AI features.
Software Developer · Neosoft Technologies
03/2012 — 06/2016- ▹ Built scalable web platforms and RESTful APIs across multiple client products.
- ▹ Shipped entrepreneur-investor matching platform and a job portal with PDF/DOC resume parsing.
- ▹ Recognised as Performer of the Year (2014–16) for delivery and ownership.
/ Skills
Self-rated proficiency based on production usage — not a checklist.
LLM & RAG
Machine Learning
Computer Vision & OCR
Backend & Data
/ Education
Bachelor of Engineering (Computer)
Siddhant College of Engineering, Pune University · 2007 — 2011
/ Confidential AI Engagements
Payment Statement Analytics
Financial statement analysis engine with Laravel + Python + OCR and a RAG layer for querying merchant statements.
AI Knowledge Assistant
Embeddings + vector DB powered document search with an LLM-driven conversational interface.
Spiritual Knowledge AI
Multilingual RAG over Hindu scriptures and temple data with OCR ingestion and semantic retrieval.
/ Achievements
Featured Projects
All projects →Gunfire Detection from Video
Extracts audio from video, classifies gunshots with a FastAI/PyTorch CNN and surfaces alerts via OpenCV.
See demo → LangChain · FAISSRAG Knowledge System
Enterprise document Q&A with semantic search over private datasets and contextual LLM answers.
See demo → OpenAI · NLPSurvey Intelligence Platform
Automated categorisation, sentiment & theme extraction with LLM-generated executive summaries.
See demo → OCR · NLPIntelligent Document Processing
Combines OCR, NLP and LLMs to extract structured info from reports and PDFs.
See demo →