I am Serhan, a CS student with a passion for
Machine Learning,
located in Istanbul & Lausanne.

Project Charisius

This is Project Charisius, my project at DCL lab at EPFL.

Project Charisius is a comparative benchmark research project dedicated to the study and analysis of various models and their resilience.

The project constitutes of 2 parts: Creating Highly-Optimized Gradient Aggregation Rules (Done!) and creating a reliable, benchmark metric (in progress).

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Project Sanity Check

Project Sanity Check is an education index created for all provinces of Turkey. Using machine learning, the project measured the expected education indices of provinces for the year 2020, and compared with the actual index from the year 2020. This project thus aimed to show the effect of the Covid-19 pandemic on education in different Turkish provinces. The index and results are presented on an interactive, online map.

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