Wärtsilä, Finland

Combustion & CFD Expert, Thermofluids & Simulation

August 2022 – Present

• CFD model development of a numerical engine simulation framework from geometry to post-processed final data
• Multi-objective parameter optimization of engine simulation parameters using Machine Learning
• Generating, managing, and postprocessing large simulation-based datasets

Argonne National Laboratory, IL, USA

Postdoctoral Researcher, Energy Systems Division

June 2021 – June 2022

• Design optimization using Machine Learning and Bayesian Optimization
• Numerical modeling of pre-chamber combustion engines
• Numerical modeling of hydrogen direct injection

Aalto University, Finland

Doctoral Researcher, School of Engineering

August 2017 – May 2021

• Doctoral thesis on dual-fuel low-temperature combustion [PDF]
• CFD code and model development
• Numerical combustion modeling
• Large-Eddy Simulation
• Combustion chemistry
• HPC applications and data analysis

Aalto University, Finland

Visiting Researcher, School of Engineering

February 2017 – August 2021

• Master’s thesis on premixed combustion [PDF]

Roketsan, Turkey

Design Engineer

November 2015 – February 2017

• CAD Design
• Aerodynamic and structural analysis
• Technical drawings and assembly generation
• Quality control