Welcome

I am a Ph.D. candidate at the University of Illinois Urbana-Champaign ECE under the co-advisory of Prof. Tamer Basar and Prof. Mohamed-Ali Belabbas. I have obtained my B.Sc. degree from Bilkent University Electrical and Electronics Engineering department.

I have focused on the efficient utilization of neural networks under communication and control constraints for edge (distributed) devices applications e.g. sEMG sensor, audio-noise cancellation.

NEWS:

• 03/2025 Paper on Constructing Stochastic Matrices for Weighted Averaging in Gossip Networks accepted to NecSys 2025, Hong-Kong, June 2025.

• 10/2024 Paper on Age of Coded Updates In Gossip Network Under Memory and Memoryless Scheme is on ArXiv.

• 09/2024 Paper on Age of k-out-of-n Systems on a Gossip Network accepted to ACSSC 2024, Pacific Grove, CA, October 2024

• 09/2024 Paper on Control Theoretic Approach to Fine-Tuning and Transfer Learning accepted to SysDO2024, Stuttgart, Germany, September 2024

• 08/2024 I have succesfully completed my internship at Core AI Lab in Analog Devices Inc. as Machine Learning Intern, where I have worked on Ultra-Low Latency neural networks for audio noise cancellation.

• 06/2024 Paper on A Novel Framework for Motion-Induced Artefact Cancellation in sEMG: Evaluation on English Premier League and Ninapro Datasets accepted to IEEE Sensor Journal

• 02/2024 Paper on Attention-Enhanced Frequency-Split Convolution Block for sEMG Motion Classification: Experiments on Premier League and Ninapro Datasets accepted to IEEE Sensor Journal

• 10/2023 Paper on Vector-Valued Gossip over $w$-Holonomic Networks is on ArXiv.