Working Mathematician and Data Scientist
Born in 1981. Graduated from University Grenoble. Master and PhD in Paris (Mathematics). I worked in Paris, Istanbul,
Münster as teaching/research assistant, junior professor, post-doc respectively. Since 2020, also working as data analyst, machine learning specialist. Currently based in Berlin and Turkey, affiliated to Galatasaray University. Speaks Turkish, French, English and German. More about me is here.
- Interests: Logic, model theory, algebra and machine learning.
Sismomath Demo Day (tr) A Data Science Platform for Seismic Studies Date 6.5.2024 Time: 15:00 Place: Galatasaray Üniversitesi Beşiktaş, Erdoğan Teziç Conference Room: Building H (opposite sea side), 3rd Floor.
Turkey is a country significantly affected by seismic activities. Therefore, advancements in seismic risk management and earthquake analysis are crucial. We believe that combining the expertise of seismologists, engineers and mathematicians on a data science platform will significantly advance the understanding of seismic activities.
Boolstering Stochastic Gradient Descent with Model Building: SMB (joint with Birbil, Martin, Öztoprak) This work provides a new optimizer taking care of second order approximations, challenging ADAM, SLS and SGD. If you make benchmark tests, feedbacks will be very much appreciated. See more at SMB github page.