Building production-grade AI systems, enterprise applications, and scalable software solutions.
- 🤖 AI Engineer working on Generative AI, Agentic AI, GraphRAG, LangGraph and Enterprise AI Systems
- 🏢 Currently working as Software Developer | AI Engineer at Tata Consultancy Services (TCS Research)
- 🧠 Building intelligent systems using Microsoft GraphRAG, LangGraph, FastAPI, Milvus, Mem0, RAGAS and MCP
- ⚡ Experienced in developing scalable Full Stack Applications using ReactJS, NodeJS, FastAPI and SQL/MongoDB
- 📚 Passionate about AI research, software architecture, distributed systems and deep learning
- ✍️ Writer, guitarist and psychology enthusiast
- 🌍 Open to exciting opportunities in AI Engineering, Generative AI, Software Development and Full Stack Engineering
AI Engineer • Generative AI • Agentic AI • AI Agents • GraphRAG • LangGraph • Retrieval-Augmented Generation (RAG) • LLM Applications • Large Language Models • Knowledge Graphs • FastAPI • Azure AI • Vector Databases • Milvus • Mem0 • RAGAS • MCP • Python • ReactJS • NodeJS • Full Stack Development
September 2023 – Present
- Reverse engineered and replicated NotebookLM-style workflows involving 50+ APIs
- Designed cost-efficient retrieval strategies using embeddings and RAG evaluation frameworks
- Migrated and optimized enterprise-scale Microsoft GraphRAG pipelines
- Reduced GraphRAG execution latency by 50% (12 hours → 5-6 hours)
- Integrated Mem0 + Milvus for persistent AI memory architectures
- Built reusable Dify plugins for enterprise AI workflows
- Worked extensively with:
- GraphRAG
- LangGraph
- RAGAS
- FastAPI
- Azure AI
- Vector Databases
- Knowledge Graphs
- Migrated 25+ PowerBuilder screens to ReactJS architecture
- Integrated 50+ REST APIs
- Implemented Azure AD authentication and RBAC
- Developed large file upload capabilities supporting 2GB+ files
- Built CSV/Excel bulk update and export solutions
- Improved operational workflows resulting in 80% reduction in process time
- Developed ReactJS + NodeJS dashboard applications
- Implemented SQL integrations and reporting solutions
- Hosted applications using PM2
- Streamlined manual business processes through automation and data visibility
May 2022 – July 2022
- Developed optimization algorithms for In-Memory Computing architectures
- Implemented and evaluated CNN mapping strategies using Python
- Built and tested top CNN architectures from scratch
- Conducted 225+ simulations
- Demonstrated 8x improvement in computational efficiency
- Worked with:
- Python
- Intel CACTI
- Matplotlib
- Deep Learning
- Computer Architecture
- Psychology
- Books & Research
- Poetry
- Music & Guitar
- Technology Blogging
📝 Blog: https://thoughtb.wordpress.com/
Building AI systems that bridge research, engineering and real-world impact.