Experience

Accelleron

• Switzerland
• Industrial Machinery Manufacturing
• 700 & Above Employee

• Model Development Engineer

  • Jun 2022 - Present



Laboratory for Energy Conversion

• Switzerland
• Research Services
• 1 - 100 Employee

• Master Thesis

  • Apr 2021 - Nov 2021

  Title: Improved Learning of Agents from Previous Travel ExperienceImproved the learning of the agents in GEMSim (GPU Enhanced Mobility Simulation). The new additions were written in C++, CUDA and Python.Accomplishments:• Added a congestion-based agent selection algorithm that led to a 20% improvement in the convergence speed• Implemented a machine learning model using PyTorch, to integrate the agent’s attributes (age, income etc.) and trip data in the agent’s decision-making • Implemented a delay-based time mutation strategy, which led to an improvement in the agent’s performance



Laboratory for Energy Conversion

• Switzerland
• Research Services
• 1 - 100 Employee

• Assistant

  • Dec 2020 - Feb 2021

  Benchmarked the capabilities of EnerPol, an agent-based framework composed of modules for electricity, gas, and heat networks and urban planning Benchmarked the capabilities of EnerPol, an agent-based framework composed of modules for electricity, gas, and heat networks and urban planning



GE Power

• United States
• Electric Power Generation
• 700 & Above Employee

• Intern

  • Aug 2019 - Feb 2020

  Accomplishments:• Successfully implemented a new and improved method in estimating the performance and cost of a Steam Turbine using MATLAB • Integrated real GE Steam Turbine data to the performance and cost estimation tool• Assisted in incorporating new additions in the Combined Cycle Power Plant performance and cost estimation tool • Developed a new file communication tool using Excel/VBA Accomplishments:• Successfully implemented a new and improved method in estimating the performance and cost of a Steam Turbine using MATLAB • Integrated real GE Steam Turbine data to the performance and cost estimation tool• Assisted in incorporating new additions in the Combined Cycle Power Plant performance and cost estimation tool • Developed a new file communication tool using Excel/VBA



USO Otomotiv A.S.

• Intern

  • Jul 2017 - Jul 2017

  I completed a 1-month internship in the R&D department at USO Otomotiv, a company that specializes in manufacturing of exhaust and pipe systems. I helped the R&D team in their everyday tasks as well as in their ongoing projects. I completed a 1-month internship in the R&D department at USO Otomotiv, a company that specializes in manufacturing of exhaust and pipe systems. I helped the R&D team in their everyday tasks as well as in their ongoing projects.



Ylli Term

• Intern

  • Aug 2016 - Aug 2016

  I learned about different manufacturing technologies by observing techniques such as milling, turning, welding, forging etc., as well as operating different machines at the shop floor. I learned about different manufacturing technologies by observing techniques such as milling, turning, welding, forging etc., as well as operating different machines at the shop floor.