Rupesh Prasad
Building Intelligent Agentic Systems | Machine Learning • LLM Finetuning • RAG • Automation | 13+ Years in AI & Data
- Role
- Senior Scientist at HCLSoftware
- Location
- Bengaluru, KA, IN
- LinkedIn followers
- 500 followers
About Rupesh Prasad
A highly skilled and innovative Machine Learning professional with over 13+ years…
Experience
Senior Scientist
Oct 2023 — Present · Bengaluru South, IN
Spearheaded the finetuning of Large Language Models (LLMs) like CodeLLaMA,CodeT5 etc.to predict sink and taint propagation in systems, significantly reducing the likelihood of security breaches.Developed advanced conversational chatbots utilizing the Agentic Framework with LangGraph, enabling efficient responses to queries related to internal documents through Retrieval-Augmented Generation (RAG) methodology.Implemented API-driven systems with proprietary scoring algorithms to generate high-performing email subject lines, optimizing them for engagement, readability, and spam-freeness.Explored and applied advanced Agentic Framework design patterns, focusing on modularity, reasoning orchestration, and adaptive tool use within multi-agent ecosystems — driving experimentation in LLM-based workflow automation and context-aware decision-making.
Education
Indian Institute of Technology, Madras
Master's degree
Delhi University
Bachelor's degree
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