Vispi Karkaria
AI Scientist | Data Science and Machine Learning Engineer | Data Scientist at Northwestern University
- Role
- Machine Learning Researcher at Michelin
- Location
- Cambridge, MA, US
- LinkedIn followers
- 500 followers
About Vispi Karkaria
AI Researcher and Machine Learning Scientist at Lila Sciences, working at the…
Experience
Machine Learning Researcher
Sep 2021 — Present · Chicago, IL, US
Developed transformer-based machine learning and Uncertainty-Aware Reinforcement Learning frameworks that enhanced tire health monitoring, extended tire longevity by 25%, and improved decision accuracy by 50% for resource allocation under uncertainty.• Introduced U-LoRA (Uncertainty-Aware Low-Rank Adaptation) for efficient model updates in digital twin systems, and designed VR-SMOTE to address data imbalance, boosting F1-score accuracy by 50%.
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