About Me
Soumyajit Gupta
Machine Learning - Neural Nets - Natural Language - Computational Sciences
This is Soumo, based in Reno, Nevada. I'm a domain-driven neural network modeler and data scientist.
I graduated with a PhD - Computer Science in 2025 from the University of Texas at Austin . My thesis was on Multi-Task models for group-targeted Toxicity detection, co-advised by Matthew Lease and Maria De-Arteaga.
Presently I'm working as an AI Engineer and Modeler for Smart Dust Systems for over an year. I'm also open to explore Full-time In-person roles around applied AI and Agentic Modeling domain area.
Here's a link to my Thesis doc, till the Official one is out.
Real-World Results
Featured Projects
Explore my journey of shaping ideas into practical and scalable outcomes
- Two stage neural engine as alternative to randomized SVD techniques
- Explicit Memory requirement: guided by feature dimension and desired rank
- Fully interpretable model: all outputs and weights have specific meaning
- Conditional MTL model to learn toxicity targeted at different groups
- Improved Recall ~8% and ~15% over Independent and SoA MTL models
- Runtime and Parameter reductions by ~56% and ~72% over Baseline
My Tools
Tech Skill Suite
Technologies that power my projects