Abstract background

AHMET TUNÇ ÜGE

I build intelligent systems at the intersection of machine learning, mathematical optimization, and data science. Passionate about solving complex real-world problems with elegant algorithms.

01. About Me

Passionate about
intelligent systems.

I'm a researcher passionate about the intersection of machine learning and mathematical optimization. My work focuses on making complex computational problems tractable at real-world scale.

From optimizing renewable energy infrastructure to building intelligent traffic systems and developing NLP tools for scientific research — I love tackling challenging problems that have a meaningful impact on the world.

I believe in the power of elegant algorithms to transform massive, complex datasets into actionable insights. My approach combines theoretical rigor with hands-on engineering to deliver solutions that work at scale.

Portrait

Machine Learning

Deep learning, graph neural networks, and spectral methods for complex data analysis.

Mathematical Optimization

Combinatorial optimization, MILP, and heuristic algorithms for NP-hard problems.

Renewable Energy

Applying computational methods to accelerate the global transition to clean energy.

Algorithm Design

Designing efficient, scalable algorithms that solve real-world problems at scale.

Technical Expertise

Machine Learning
Spectral ClusteringGraph Neural NetworksScikit-learnPyTorch
Optimization
MILPPyomo / GLPKGraph TheoryNetworkX / SciPy
Development
PythonTypeScriptNext.jsData Visualization
Research
Scientific WritingStatistical AnalysisLiterature ReviewNLP
05.Contact

Let's discuss
clean energy together.

I'm always open to discussing research collaborations, internship opportunities, or just talking about machine learning and renewable energy optimization. If you're passionate about building a sustainable future, reach out!

Wind EnergyML OptimizationGraph TheoryMILPPythonGeniusTUBİTAK

Send a Message

Best way to reach me for research inquiries and collaborations.

ahmettuncuge@gmail.com