I am a senior at IIT Roorkee and am keenly interested in blockchain development and technology. I have previously done some work in web development majorly in nodejs, php and vuejs and also Solidity to make some blockchain projects. New ideas excite me and would love to explore this opportunity and hopefully create something useful and exciting for the community.
SDSLabs is a student-run technical group at IIT Roorkee, which aims to encourage the development of technology and innovation in the campus and beyond.
Worked as a Backend Intern building many services from scratch.
I designed a comprehensive framework to benchmark various chunking strategies and retrieval techniques within a modular Retrieval-Augmented Generation (RAG) pipeline. This framework enables systematic evaluation and optimization of retrieval processes. Additionally, I implemented a structured RAG system over our existing vector database, leveraging metadata filtering to enhance retrieval precision and relevance. To ensure robust performance evaluation, I created datasets specifically for assessing pipeline metrics, which provided valuable insights into system effectiveness. In parallel, I resolved critical issues within the search service and improved Kafka consumer functionality, contributing to a more efficient and reliable data flow across the pipeline.