Alan Koncar

Hungary

@padobranac

Machine Learning Enthusiast

Badges

Problem Solving
Python

Certifications

Work Experience

  • Senior Engineering Manager

    Bosch•  July 2019 - Present

    Advanced Engineering / Machine Learning Responsible for a team of AI (specifically ML and DL) engineers specialising in reasearch based on DL to improve performance of existing systems. I am especially proud of * Designing algorithms to (correctly) predict behaviour of traffic agents surrounding the ego vehicle up to 15 seconds into the future * Designing algorithms to cluster driving styles based on abstract features (automatically derived) * Using behaviour prediction and abstract driving styles to design a planning algorithm for autonomous driving * Automating crack detection in solder joints and therefore increasing the accuracy and greatly reducing time taken for the quality inspection * Spreading the knowledge (and passion) of ML within the organisation by running various projects to either improve the performance of existing systems or gain efficiencies in development process such as automatic labeling of sensor data (camera / radar)

Education

  • Georgia Institute of Technology, Atlanta

    Computer Science, MS•  August 2017 - December 2020

    Completed with GPA 4.0 specialising in Machince Learning

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