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prwankhade16/README.md

Hi there πŸ‘‹ I'm Pramod Wankhade

Applied AI Engineer | Generative AI Engineer | LLM Engineer

I am an AI Engineer with 3+ years of experience building Large Language Model (LLM) powered applications, AI Agents, Text-to-SQL systems, and enterprise AI automation platforms.

Currently working at Tata Research Development and Design Centre (TRDDC), TCS Research, where I contribute to cutting-edge research and development in:

  • πŸ€– Generative AI
  • 🧠 Large Language Models (LLMs)
  • πŸ”„ Agentic AI Workflows
  • πŸ“Š Text-to-SQL Systems
  • πŸ—οΈ AI-Powered Code Generation
  • πŸ” Retrieval-Augmented Generation (RAG)
  • πŸ“š NLP & Semantic Retrieval
  • βš™οΈ Multi-Agent Systems

πŸš€ Current Focus

Excel-to-Code AI Platform

Building an AI-powered system that converts complex Excel workbooks into production-ready Java applications using:

  • Azure OpenAI
  • LangChain
  • LangGraph
  • Multi-Agent Systems
  • Code Generation
  • Business Rule Extraction
  • Automated Reasoning

πŸ”¬ Research & Innovation

Publication

The Parameterization Gap: Backtracking Multimodal NL2PSQL

πŸ“– Accepted at Australasian Database Conference (ADC) 2025

πŸ”— Paper: https://link.springer.com/chapter/10.1007/978-981-95-6196-4_18

Key Contributions

  • Multimodal Text-to-SQL Systems
  • Query Synthesis
  • Query Repair
  • Schema Selection
  • Automated Validation
  • LLM-Based SQL Generation

Patent

πŸ“Œ Patent Filed

AI-Driven Multimodal Query Synthesis and Automated SQL Generation Framework

International Presentation

🌏 Presented research work in Bali, Indonesia representing TCS Research at an international conference.


πŸ’» Tech Stack

πŸ€– AI & Generative AI

LLMs Generative AI Agentic AI AI Agents Prompt Engineering RAG NLP Text-to-SQL Code Synthesis Embeddings Semantic Retrieval Evaluation Frameworks

πŸ› οΈ Frameworks & Libraries

LangChain LangGraph SQLAlchemy Pandas NumPy jOOQ

πŸ’» Programming Languages

Python Java C++ SQL

πŸ—„οΈ Databases

MySQL PostgreSQL SQLite ChromaDB

☁️ Cloud & Tools

Azure OpenAI Git VS Code Jupyter Overleaf


πŸ“ˆ GitHub Stats

Pramod's GitHub stats

Top Languages


🀝 Connect With Me

LinkedIn

GitHub

πŸ“§ Email: pramodwankhade16@gmail.com


πŸ’‘ Interests

  • Applied AI
  • Generative AI
  • AI Agents
  • Agentic Workflows
  • Text-to-SQL
  • NLP
  • Program Synthesis
  • LLM Evaluation
  • RAG Systems
  • Enterprise AI Platforms
  • Multi-Agent Architectures
  • AI Research

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