Anil Bora Yayak

I am currently employed as a Research Assistant in the Data Analytics group at Fraunhofer IISB in Erlangen. I have recently received my Master's degree in Image and Data Processing branch of Medical Engineering from Friedrich-Alexander University Erlangen-Nürnberg, where I completed my master's thesis on “Tabular Data Cleaning with Reinforcement Learning” at Software AG. Furthermore, I hold a Bachelor's degree in Electrical and Electronics Engineering with a specialization in Machine Learning and Data Analytics.

Research Assistant, Data Analytics Group @ Fraunhofer IISB, Erlangen, Germany (07/2020 - present)

      Tasks

1. Data preparation, data analysis and development of machine learning algorithms for use in the areas of manufacturing and power electronic systems.

Master’s Thesis Student, R&D in Artificial Intelligence @ Software AG, Darmstadt, Germany (04/2022 - 12/2022)

      Tasks  

1. Design and implementation of data cleaning methods and formulation of the data cleaning process as a sequential decision making task using Markov Decision Process components.
2. Building and testing of the reinforcement learning framework for data cleaning on structured data sets.

Intern, Image and Signal Analysis Group @ Vilnius University, Vilnius , Lithuania (06/2019 - 08/2019)

      Tasks

1. Speech signal processing and extraction of 2-dimensional features from speech signals.
2. Building and testing deep learning frameworks for classification of emotions.

M.Sc. in Medical Engineering, Friedrich-Alexander University, Erlangen, Germany (10/2020 - 01/2023)

Major: Image and Data Processing

GPA: 1.9

B.Sc. in Electrical and Electronics Engineering, Izmir Katip Celebi University, Izmir, Turkey (09/2015 - 02/2020)

Major: Machine Learning and Data Analytics

GPA: 2.0