Thoshan Omprakash
AI Research/Engineering | CS & Math @ UIUC
- Role
- Ai Research Engineer at National Center For Supercomputing Applications
- Location
- New York, NY, US
- LinkedIn followers
- 500 followers
About Thoshan Omprakash
Feel free to reach out: t••••••••@gmail.com
Experience
Ai Research Engineer
National Center For Supercomputing Applications
Jan 2025 — Present · Champaign, IL, US
Designed and maintained large-scale AI research pipelines for multimodal climate and policy datasets, supporting model development, experimentation, and deployment on distributed compute clusters.• Applied advanced statistical learning and probabilistic inference techniques (MLE, Bayesian inference, ensemble learning) to model nonstationary temporal patterns and identify data-driven anomalies.• Developed distributed feature extraction and data aggregation workflows on Spark and Databricks for efficient LLM fine-tuning, dataset curation, and model evaluation at scale.• Optimized end-to-end model training using CUDA-accelerated compute kernels, parallelized GPU scheduling, and quantized VLLM inference pipelines integrated on Azure cloud infrastructure.• Implemented experiment tracking and visualization of training dynamics, uncertainty propagation, and error surfaces using Seaborn and Matplotlib to guide hyperparameter optimization and architecture selection.
Education
Bridgewater-Raritan High School
High School Diploma
University of Illinois Urbana-Champaign
Master's degree, Computer Science
2026
University of Pennsylvania
Masters of Science in Engineering, Data Science - Artificial Intelligence for Enterprise Systems
2027
University of Illinois Urbana-Champaign
Bachelor of Science - BS, Mathematics + Computer Science
2025
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