Welcome to my GitHub profile! I am a Mechanical Engineering graduate currently pursuing an MSc in Power Engineering at the Technical University of Munich (TUM). My focus is on sustainable energy technologies and data-driven energy management. I am passionate about solving tomorrow's challenges with innovative and interdisciplinary solutions.
- Programming Languages: Python, MATLAB, Modelica
- Technologies and Frameworks: Scikit-learn, PyTorch, pandapower, PYOMO, TESpy, SciPy, FLORIS
- Description: Contributing to the Heat2Q project at TUM. Focused on neighborhood energy optimization to support Germany’s greenhouse gas reduction targets. Responsibilities included coding, sensitivity analysis, modeling, and reviewing academic papers.
- Technologies: City Energy Analyst, Modelling and Simulation, Geographic Information Systems (GIS), Python.
- Description: Applied machine learning and optimization methods to enhance distributed energy generation and manage flexible loads in the energy sector.
- Technologies: Python for data analysis and machine learning.
- Description: Modeled thermodynamic cycles using TESpy for applications in solar thermal power plants. Conducted optimizations based on real power plant characteristics.
- Technologies: Python, TESpy.
- Description: Simulated wind farms with a focus on wake behavior using FLORIS. Evaluated farm performance and conducted cost analyses using LandBOSSE.
- Technologies: Python, FLORIS, LandBOSSE.