AI Research Assistant
Jan 2025 - June 2025Binghamton University, New York
- Authored a research paper titled Optimal Device Sequencing and Kernel Assignment for Multiple Heterogeneous Machine Learning Accelerators accepted at the Great Lakes Symposium on VLSI 2025
- Improved hardware utilization by 15% for a heterogeneous set of ML accelerators by optimizing kernel placements for Cerebras CS-1
- Designed Pareto-optimized mapping strategies to maximize compute performance and improve overall efficiency on cloud