Software Engineer

• Sep 2020 - Present

Master Thesis Student

• Sep 2019 - Apr 2020

Thesis topic: "Deep learning based people counting using 60-GHz FMCW radar sensor" This project was about detecting number of persons on indoor scenarios using an FMCW radar sensor. I had a range of responsibilities, such as: - Implementing signal processing techniques for radar data processing - Applying novel deep learning architectures and loss functions for the problem - Exploring/implementing novel sensor fusion architectures with radar and camera data Thesis topic: "Deep learning based people counting using 60-GHz FMCW radar sensor" This project was about detecting number of persons on indoor scenarios using an FMCW radar sensor. I had a range of responsibilities, such as: - Implementing signal processing techniques for radar data processing - Applying novel deep learning architectures and loss functions for the problem - Exploring/implementing novel sensor fusion architectures with radar and camera data

Working Student

• Dec 2018 - Jun 2019

Parking spot occupancy detection with TI AWR1642 radar sensor This project was about detecting cars in given parking spots using a radar sensor. We have applied various methods for detecting the cars in heatmap images. I was responsible for development and deployment of the project, as well as research of possible improvements and extraction of data analytics. We worked as a team, using agile approach. Parking spot occupancy detection with TI AWR1642 radar sensor This project was about detecting cars in given parking spots using a radar sensor. We have applied various methods for detecting the cars in heatmap images. I was responsible for development and deployment of the project, as well as research of possible improvements and extraction of data analytics. We worked as a team, using agile approach.

Working Student

• Oct 2016 - Jun 2017

Worked on industrial R&D projects about computer vision & machine learning. I have worked in two projects here. First one was people detection & tracking in a restaurant environment. I have developed a Faster R-CNN based model, trained it with customized dataset from the restaurant. Second project was about counting number of meatballs taken into an automatic cooker machine. It was an unique machine vision project. I have developed a conventional computer vision based solution for this. Show less

Intern

• Jul 2016 - Aug 2016

Image processing on Fluorescent In Situ Hybridization (FISH) microscobe images Image processing on Fluorescent In Situ Hybridization (FISH) microscobe images

Intern

• Jul 2015 - Jul 2015

Mapping, localization and navigation for a mobile robot with Robot Operating System (ROS) Mapping, localization and navigation for a mobile robot with Robot Operating System (ROS)