As a part of resource-aware data systems team, and under prof. Pınar Tözün's supervision, I work on developing mechanisms for higher utilization and efficiency of underlying hardware infrastructures for machine learning tasks (esp. deep learning training tasks).
Working under the supervision of prof. Hamid Sarbazi-Azad, my research's focus was to introduce an energy efficeint on-chip memories design with negligible performance overhead for GPUs. I experienced working with GPGPU-sim, and further developed c and Python codes for evaluation goals.
GPA: 17.20/ 20
During my bachelor's, my focus was on learning and understanding the basics of computer science through taking courses and conducting extensive self-study.
GPA: 18.42/ 20