Robotics Cognition and Intelligence

October, 2021 - Present

Technical University of Munich, Munich

Masters Degree

Focus : Computer Vision, Machine Learning, Deep Learning, Cloud Computing, Cognitive Science, Robotics, Software Engineering

Electronics & Mobile Communication

2019 - 2021

Riga Technical University,Riga

Bachlors Degree

Focus : Signal Theory, Digital Signal Processing, Embedded Systems Architecture, Data Structures, Programming languages (C++, Python)

Securiton Germany

Jan 2022 – Present (2.5+ years)

Munich, Bavaria, Germany

• AI Developer

  Aug 2024 – Present

  • Integrated algorithms from my Master’s thesis into the company’s internal product pipeline, enabling real world applications of my research.
  • Performed model quantization using the OpenVINO Post-Training Optimization Toolkit, increasing inference speed from 13 FPS on GPU to 30 FPS on CPU hardware.

• Master’s Thesis Research

  Jan 2024 – Aug 2024

  • Conducted research on anomaly detection and highly robust neural network-based background subtraction models to identify unexpected objects in real-world video streams.
  • Received a grade of 1.3 (German grading scale) for the thesis.

• Working Student (Computer Vision)

  Jan 2022 – Jan 2024

  • Worked on data annotation, preprocessing, model training, fine-tuning, and inference of Computer Vision models focusing on large-scale CCTV security footage and synthetic datasets in a high-security domain.
  • Utilized TensorFlow Object Detection API, Ultralytics YOLO, and various other object detection and classification models for benchmark comparison, along with the OpenVINO Toolkit for advanced model deployment.

Presize AI

Oct 2021 – Dec 2021

Munich, Bavaria, Germany

• Worked on building a highly accurate apparel recommendation system in cooperation with Tum-AI and Presize.ai.