Parag Jain

AI Research Scientist · Post-training · RL · Long-Running Agents
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Experience

2025 — Present
AI Research Scientist
Meta Superintelligence Labs
Post-training, RL, and Long-Running Agents.
2024
Research Assistant
University of Edinburgh
Multi-Turn Reasoning.
2023
Student Researcher
Google DeepMind
Synthetic data generation.
2016 — 2019
Research Engineer
IBM Research
Self-training. Unsupervised Learning. Multiple patents. Work deployed at US Open 2020.
2015 — 2016
Software Development Engineer
Amazon

Teaching

2021
Tutor
University of Edinburgh
NL Understanding, Generation, and Machine Translation.
2013 — 2015
Teaching Assistant
IIT Hyderabad
Numerical Linear Algebra, DBMS, Advanced Compiler Design.

Education

2025
PhD, Natural Language Processing
University of Edinburgh · CDT-NLP
Advisor: Prof. Mirella Lapata
Thesis: Explicit context representations for conversational language understanding.
Scholarship by Huawei and UKRI.
2015
Computer Science and Engineering
IIT Hyderabad
Advisor: Prof. Vineeth N Balasubramanian
Thesis: Metric Learning for Clustering in Streaming Large-Scale Data. Awarded A+.

Invited Talks

Generating and Reasoning over Structured Data, Amazon AGI 2025
Generating and Reasoning over Structured Data, META FAIR 2024
Structsum Generation using LLMs, IIT Hyderabad 2024
Guest Lecture, Jabalpur Engineering College 2023
Conversational Semantic Parsing, ICAPMCS India 2022
Introduction to ML, Christ University Bangalore 2018
Online Metric Learning, IBM Research 2016

Conference Tutorials

Structured Data Summarization 2019
3-hour tutorial at ACL 2019, Florence, Italy.