Cengis HasanCH
Open to opportunities

Cengis Hasan

@cengishasan

I am a senior machine learning scientist based in Luxembourg

Luxembourg
Message

What I'm looking for

I am a scientist with 10+ years experience having strong background in machine learning, optimization, game theory, wireless networks, and multiagent systems.

My overall agenda is to develop core algorithmic solutions and analysis for important problems. I am interested to work that has great impact, to both theoreticians and practitioners. I also believe that theory cannot stand alone, and that it must have relevance to real situations. In my future work, I hope to deal with challenging new problems, apply my work to interesting problems, and build up new interdisciplinary collaborations.

Experience

Huawei Ireland Research Center logoHC
Current

Senior Machine Learning Scientist

Huawei Ireland Research Center

Jun 2021 - Present (2 years 11 months)

- Responsible for research and implementation of multi-objective, muli-agent, offline, continual reinforcement learning algorithms for Huawei's Autonomous Driving Network technology aiming to bring L4/L5 autonomy to 5G and beyond emerging mobile networks
- Delivered two Proof of Concept projects
- Participated in intern selection, and mentored interns with assigned project

University of Luxembourg logoUL

Research Fellow

University of Luxembourg

Jul 2019 - Dec 2021 (2 years 5 months)

- Solved (i) the optimal association of base stations to physical machines in the vRAN datacenters, and (ii) the optimal functional split of RAN functions
- Developed a GAN based algorithm for cloud removal in satellite imagery. Coded the GAN architecture in Tensorflow
- Developed a Graph Neural Network based optimization algorithm to solve a fleet scheduling problem

Tech stack

Learn about the tools and technologies that Cengis likes to use.

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