Mehmet Emre Akbulut
Milan, Italy
I am a Master student at Politecnico di Milano CS program. I have been selected for
PoliMi Honours Program and I am currently working with Professor Manuel Roveri at AI-Tech Research Lab .
My research interests include Machine Learning/Deep Learning, TinyML, ML Efficiency and Learning Representations .
My current research focuses on the bit allocations of the quantized neural networks in the mixed precision dynamic settings. Focusing on how the information propagates through the network and the theoretical bounds of the compression.
In my previous experiences I have worked on Graph Representation Learning, Complex systems and Graph Theory, Knowledge Graphs, and Nanonetworking projects.
You can find some side projects on compressing some computer vision and language models among my github repositories.
Education
- M.Sc. in Computer Science and Engineering, Politecnico di Milano, 2023-2025, Milan, Italy
- B.Sc. in Computer Science and Engineering, Bogazici University, 2018-2023, Istanbul, Turkey
- High School, Karatay Science High School, 2014-2018, Konya, Turkey
Download my CV
news
| Oct 24, 2024 | Cohere For AI Aya Expanse Multilingual Model - Turkish Ambassador. See the blog post and acknowledgements. |
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| Oct 07, 2024 | Presented my Research Proposal on Instance Aware Dynamic Quantization in Deep Learning Models. |
| May 01, 2024 | Started to work with Professor Manuel Roveri on TinyML through Honours Program. |