My work
Experience
Research Intern
Precog, IIIT Hyderabad
May 2025 - Present
I work on analyzing the personality of LLMs before and after the fine-tuning on narrow tasks under the guidance of Prof. Ponnurangam Kumaraguru.
Software Developer
Application Development Cell, MITB
Sept 2024 - Mar 2025
I worked on frontend development and documentation for the project 'Accreditation and Ranking Database System' at Application Development Cell, MIT Bengaluru.
Data Science Fellow
Fellowship.ai
July 2024 - Sept 2024
I built a copilot for Jupyter notebooks to assist data scientists in writing and debugging code.
Project Intern
Infosys
May 2024 - July 2024
I developed a machine learning model to predict obesity risk across multiple classes taking various factors into account.
Projects
MCRAG
A multi-llm code review system that uses one LLM (Gemini 2.0) as code generator and two LLMs (deepseek-r1 and GPT-4o) as critics to review the generated code.
FREP *
A tool that fetches recently published academic papers from arXiv based on user interests and sends out alerts via email.
Scorj
This tool evaluates your resume/CV against a job listing posted on LinkedIn and gives it a score (out of 100) that demonstrates your fit and suitability for the role.
Adaptron
An agent trained to trade in Sensex Index using Proximal Policy Optimization (PPO), while demonstrating effective trade execution.
Financial Compliance Monitoring
A prototype that evaluates the financial compliance of a transaction against a set of rules stored in Neo4j database using semantic search + rule-based system.
Adaptive Task Prioritization
A RL-based task prioritization agent that adaptively schedules the tasks in to-do list based on deadlines and user behavior.
PEFT-optimized SQL chatbot
A chatbot that generates SQL queries based on user input using Llama 3.3 70B model fine-tuned with QLoRA (Quantized Low-Rank Adaptation) optimally.
Graph-based RAG
This RAG-based prototype combines Knowledge Graphs and LlamaIndex to enhance information retrieval from a structured knowledge base.
* indicates ongoing projects