Research
I am a researcher specializing in machine learning for gaming, on-device AI, and ML model optimization. Currently at Qualcomm working on ML on edge for gaming (2025–present), previously at Activision on ML-based anti-cheat systems (2022–2025). I hold an MS in Electrical Engineering from the University of Washington and an MS in Data Science from Plaksha University.
Research Interests
- Machine Learning for Gaming
- On-device AI / Edge ML
- ML Model Optimization
- Computer Vision
- Natural Language Processing
- IoT and Embedded Systems
Research Profiles
| Platform | ID / Link | Purpose |
|---|---|---|
| Google Scholar | PH5u7jIAAAAJ | Publications & citations |
| ORCID | 0009-0002-1103-3441 | Researcher identifier |
| OpenReview | ~Mathew_Varghese1 | ML/AI conference reviews & submissions |
| Microsoft CMT | mathewvarghesemanu@gmail.com | Conference management & paper submissions |
Publications
-
Call of Duty: Warzone Caldera OpenUSD Data Set (2024)
Koen Vroeijenstijn, Mathew Varghese, Xav de Matos, Senwhaa Lim, Michael Vance, Natasha Tatarchuk
GitHub Repository -
IOT and PLC Based Home Automation System with PV Inverter (2019)
Ameer Fayiz, Athira Prasad, Mathew Varghese
Full publication list: Google Scholar profile.