Fabian Widmer is a Scientific Researcher in the Lucerne University of Lucerne University of Applied Sciences (HSLU). He received his Bachelors in in Electrical Engineering from HSLU in 2019 and his Masters in Information Communication Technologies from HSLU in 2022.
From 2019 to 2022, he was a Research Assistant in the Institute of Electrical Engineering at HSLU. During that time he worked on multiple research projects such as SmartHelio, Light-Dosimeter (LiDo) and KnowlEDGE. Additionally he worked on the design, setup and execution of the laboratory lessons for the module Sensor systems.
Since February 2022, he is a Scientific Researcher in the Analytics and Intelligent Energy Systems research group, part of the Competence Centre for Digital Energy and Electric Power (DEEP) within the Institute for Electrical Engineering (IET). His work includes the design, setup and optimization of machine learning (ML) models for the power sector both in simulation approaches and on embedded devices. Past tasks include the design and implementation of a user-side load curve predictor using Neural Networks, and the implementation, analysis and comparison of Model Personalization and Federated Learning as a secure and private model optimization process. Additionally, he started working as a lecturer for the HSLU, for which he plans, organises and holds lectures in the fields of ML and Data Sciences.
His research interest includes the machine learning, data science, automation- and control systems