• Scania January 2025 - August 2025
Master Thesis Worker
Deep Learning, Cyber-Security, R&D, Python, TensorFlow, Keras, C++, AWS, Databricks
• Researched and developed a generative model–based intrusion detection system (IDS)
for Controller Area Networks (CAN) in vehicles, focusing on latent space disentanglement.
• Achieved > 98% PR-AUC, and Macro F1-score, while reducing computational load by 72%,
enabling real-time deployment on edge devices.
• Research at Scania leading to an article for publication (under review).
• H&M August 2024 - January 2025
Data Scientist
Deep Learning, R&D, ML, Python, PyTorch, GCP, Snowflake
• Contributed to the development of a model for image classification, handling a
multi-modal dataset of 105K product images with 15+ attributes each (e.g., category, material, color)
• Researching, implementing, and modifying vision–language transformer models such as CLIP and fine-tuning techniques
involving Adapters, LoRA, and Prompt Tuning.
• The National Museums of World Culture August 2022 - March 2023
Full Stack Developer
Front-End, Back-End, React, Node.js, PostgresSQL, Storybook, Tailwind
• Development of a Virtual Tour and Database System for the “Vanadis” exhibition, managing 100+ artifacts.
• Designed and implemented a dynamic website and admin interface, enabling curators to update content in
real-time and deliver an engaging, interactive visitor experience.
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