CV

External PhD Fellow (EDEE) — Signal Processing Laboratory 4 (LTS4)

External doctoral-level fellow in EDEE, EPFL. Focusing on 3D Vision and Metric Deep Learning, under the joint advise of Prof. Aljosa Smolic (HSLU) and Prof. Pascal Frossard (EPFL).

M.Sc. — Machine Learning

Master's studies focused on Machine Learning. Emphasis on Computer Vision and Graphics with Deep Learning. Master's Project: Monocular Dynamic Motion Capture: A Regression-Optimization Hybrid Approach — Supervisor: Prof. Hedvig Kjellström

Diploma (MEng equivalent) — Electrical & Computer Engineering

5-year ECE diploma (B.Sc. + M.Sc. equivalent). Final GPA: 8.87/10.00. Diploma Thesis: Generative Adversarial Networks for pose and style selection in fashion design applications — Supervisor: Prof. Pericles Mitkas

Research Engineer — Hochschule Luzern (HSLU)

Working on volumetric 3D human representations. Currently trying to make Gaussian splats train fast and deform realistically. Advised by Prof. Aljosa Smolic.

• Advisor: Prof. Aljosa Smolic (projects: TRANSMIXR, FaVoRe, HEAT)
• Accelerated training and realistic deformations for Gaussian Splatting pipelines
• Designed & operated a multiview RGB-D capture pipeline with calibration, synchronization and live previews

Research Engineer & Teaching Assistant — KTH Royal Institute of Technology

3D human-interaction modeling and TA for AI/ML courses.

• Research Engineer (HiSS Project) — Advisor: Prof. Hedvig Kjellström
• TA — DD2380 Artificial Intelligence (Search, HMMs, Decision Theory, RL)
• TA — DD2434 Advanced Machine Learning (Probabilistic ML, GMs, VI, GNNs)
• TA — DD1420 Foundations of Machine Learning (Probabilistic ML, VI, DL)

Research Intern, Autonomous Systems R&D — SCANIA Group

Data-driven Scenario-Based Validation (SBV) for Autonomous Driving stacks: 3D DL perception to traffic scenario identification and edge-case analysis.

Full-Stack Developer — Short Engagement — Eurotechnik Ltd

Extended internal web systems; developed an Order Management System with OR methods (stock cutting, integer programming).

Full-Stack Developer — Eurotechnik Ltd

Created a custom CRM + ERP and CMS in Laravel (LAMP), deployed on dedicated on-prem infrastructure. Administered exhibitions and company graphics.