Arpan Sheetal

Experience

1. Lead Data Scientist

   Partex.Ai Technology

   Oct 2022 — Present · Pune, IN

   Tailored Llama-13b-chat for distinct tasks, refining performance and output format against custom datasets.2. Spearheaded the development of a semantic search application leveraging proprietary LLM and embedding model.3. Enhanced and optimized entity-disambiguation pipeline by integrating PySpark, RabbitMQ, and ScyllaDB. Implemented scalability measures and executed disambiguation pipeline over 100sM data records within a few days. Engineered a solution to extract information structurally from digital congress documents, significantly reducing processing time by two weeks ultimately saving recurring costs.6. Orchestrated the deployment of Federated Learning system using NVFlare on in-house biomarker prediction algorithm, achieving comparable accuracy levels, opening our way for processing private data within compliance.7. Optimized translation pipeline utilizing multiple GPUs and FashText, slashing processing time from days to hours.8. Experimented and developed synonym classification for biomedical entities using LLMs.9. Ranked emerged and identified emerging Key Opinion Leaders using a diverse set of 30+ carefully crafted features.

Education

• Indian Institute of Technology, Delhi

  Master of Technology (MTech), Mathematics and Computing

  2011 — 2016

Skills

• Tracking
• Technology
• Chat
• Fun
• Internet Surfing
• Athletics