Shatayu Kulkarni

Experience

• Machine Learning Engineer @ Meta (Facebook Dating) - Working on ranking models, ranking infrastructure, and targeting models.
• Software Engineer Intern @ Meta (2021) - Worked on Daiquery (SQL Notebooks)
• Software Engineer Intern @ Meta (2020) - Worked on Ads Manager
• Data Science Intern @ Viasat (2019) - Worked on beam performance and customer satisfaction models

Papers

• Maximizing Cooperative Behavior in Collective Action Games Through a Reinforcement Learning AI Agent
  Shatayu Kulkarni, Sabine Brunswicker
  [code] [poster] [paper]
  presented at the 9th International Conference on Computational Social Science, Copenhagen
• Applying Competitive Policy Optimization to Pokémon Battling
  Shatayu Kulkarni, Kamyar Azizzadenesheli
  Undergraduate Honors Thesis, Purdue University, 2021
  [code] [slides] [paper]

Selected Projects

• Melee LLM - A question-answering system built using LLM and RAG technologies, trained on hundreds of scraped competitive Super Smash Bros. Melee lessons [code]
• Hamster - A personal productivity system for logging and analyzing life events using a Postgres database [code]