Rohit Kumbhar
GenAI Engineer || LLM || Agentic AI || Multi-Agent System || Deep Learning || NLP || LangChain|| RAG || Azure AI
- Role
- System Engineer at Tata Consultancy Services
- Location
- Bengaluru, KA, IN
- LinkedIn followers
- 500 followers
About Rohit Kumbhar
AI Engineer with 4.5+ years of overall experience in Generative AI, Agentic AI, Large…
Experience
System Engineer
Aug 2021 — Present · Kolkata, IN
Designed an automated order placement POC that retrieved PDFs from incoming emails, processed them using Azure AI Document Intelligence, extracted key details, generated structured JSON with LLMs, and triggered API calls for seamless order creation.Built a RAG-based data extraction and QA platform to process unstructured data from images, PDFs, and Excel files, improving data accessibility and user interaction.Developed a Planview ID query system using LLMs to retrieve, summarize, and present insights, increasing response efficiency by 65%.Implemented a Text-to-SQL generation system automating natural language queries into SQL, reducing query processing time by 40%.Created a Text Summarization model to condense lengthy documents, enhancing readability by 25%.Built a voice-based conversational system with Google Gemini for improved accessibility and user engagement.Led multiple POCs, delivering innovative GenAI solutions that boosted team efficiency.Conducted internal AI training sessions to upskill associates, accelerating AI adoption across teams.Migrated and enhanced Cognos reports, resolving issues and improving report functionality.Automated manual reporting and operational tasks, streamlining workflows.
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