Ganesh Epili

🎓 Master's Student | Data Scientist

📍Bengaluru, India

📧 Email: ganeshepili1998@gmail.com

Hello! I'm Ganesh Epili, a passionate data scientist and master's student specializing in natural language processing and machine learning. I love creating innovative solutions that bridge theoretical concepts with practical applications.

Work Experience

LLM Engineer

Fynd (Shopsense Retail Technologies Limited)

Jul 2024 - Present

Worked on the Copilot product. It allows to quickly create a custom chatbot solution for websites, integrating diverse data sources including web scraping, CSV, API endpoints, Google Drive, and Git repositories etc. Key contributions:

Designed and implemented an automated data fetching and cleaning pipeline for efficient RAG (Retrieval-Augmented Generation) systems.
Worked on efficiently implementing RAG at large scale with diverse data sources.
Loging the user conversation traces and auto evaluate pipeline with langfuse
Finetuned custom Speech (ASR & TTS) models for arabic language and deployed it with low latency enabling real-time speech-to-speech interaction.

NLP Researcher

IRLP Lab, DAIICT

May 2022 - Jun 2024

Conducted research on information retrieval systems and NLP, focusing on generative AI models like LLMs to enhance the understanding and processing of code-related queries. Contributed to the FIRE conference as a technical organizing member.

Backend / ML Intern

Jungleworks / Jugnoo

Jul 2019 - Feb 2020

Created a platform for building custom chatbots using fastify/Nodejs for the backend and RASA for the NLP server. Developed interactive dashboards for e-commerce websites and optimized the codebase to reduce graph loading time by 70%.