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 I am working as data analyst, machine learning specialist. I am currently based in Berlin and Turkey. Speaks Turkish, French, English and German. More about me is here.
- Interests: Logic, model theory, algebra and machine learning.
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.