ML Engineer
Agmis · 2023 06 – 2025 11 (2 yr 6 mos)

EasyODM: industrial defect detection app.

• Designed and built an end-to-end model training service covering configuration management, data pipelines, training, logging and deployment
• Integrated SDKs for industrial cameras and I/O devices
• Extended and optimized image processing pipelines
• Researched and prototyped solutions with VLMs and deep learning-based stereo matching models for 3D reconstruction
• Bridged the gap between hardware and software — 3D design, wiring, and integration of complex systems

IsLucid (outsource): real-time, dual-channel on-device transcription app.

• Built a C++ desktop app from scratch (GUI, transcription pipeline, client-server communication)
• Trained STT models for Lithuanian language

Researcher (Computer Vision)
Kaunas University of Technology · 2022 05 – 2023 01 (7 mos)

Scientific project: industrial defect detection app.

Automation Engineer
Elinta Robotics · 2021 01 – 2022 05 (1 yr 5 mos)

Assembly, design and programming of automation lines for automotive industry.

PhD student of Engineering Sciences, Informatics Engineering
Kaunas University of Technology · 2025 – Present

Thesis: “Integrating Explainability in Vision-Language Models: Methods and Applications for Multimodal AI Transparency”.

Master of Engineering Sciences, Control technologies
Kaunas University of Technology · 2022 – 2024

Cum laude. Final thesis: “Analysis of Defect Localization in Images Employing Explainability Methods within Deep Learning Models”.

Papers: 1, 2, 3

Bachelor of Engineering Sciences, Automation and Control
Kaunas University of Technology · 2018 – 2022

Final thesis: “Application of Computer Vision Methods in Automated Wooden Planks Geometry Parameters Measurement System”.

Papers: 1