Experience
SAP Labs India
Software Developer
August 2023 – Present
- Developed a GenAI based python application from scratch, capable of processing millions of rows of tabular data and answering complex queries with 90%+ accuracy using Query-to-SQL and Agentic AI and increased the productivity of the users by 40%.
- Implemented dynamic, interactive visualizations (charts and graphs) to effectively communicate key patterns and trends alongside AI-generated messages.
- Implemented an agentic approach using Langgraph workflow agents to handle complex queries with tool-based reasoning and step-by-step execution.
- Reduced average response time from 13 seconds to 5 seconds through optimized prompt engineering, caching strategies, and efficient tool invocation.
- Employed OpenAI GPT-4o and LangChain for sophisticated query interpretation, semantic understanding, and response generation.
- Built a modular Python-based backend, ensuring extensibility and smooth integration with diverse datasets and data formats.
- Developed RESTful APIs using Java Spring Boot for efficient data manipulation and retrieval in SAP HANA DB, ensuring optimized performance and seamless integration.
Tech Stack:
Python
Langchain
Langgraph
Gen-ai-hub
Joule
SAP BTP
Fast API
Uvicorn
AI Agents
Flask
Java
SAP UI5
Cloudfoundry
Ziroh Labs
Intern
January 2023 – March 2023
- Built a Python script for automated MySQL setup and configuration for clients.
Tech Stack:
Python
MySQL