Experience

• 

  Canon production printing

  Jan 2021 - Mar 2022

  Software engineering trainee

  💻 Worked on one of the company’s biggest projects, starting with backend development and later moving into fullstack work• Contributed to automated testing efforts on another internal project• Got my first hands-on experience with Agile workflows• Built a solid foundation in Java and TypeScript

• 

  Porsche engineering

  Sept 2022 - now

  As a Machine Learning Engineer, I design and implement AI solutions for automotive and embedded systems, focusing on perception, diagnostics, and intelligent data analysis.Key projects:🚗 Driving Scenario Anomaly Detection – Helped improve a VAE-based system to detect unusual driving patterns from signal data by embedding high-dimensional inputs and identifying anomalous clusters.🎥 Edge Object Detection on NVIDIA Orin – Delivered a real-time object detection Proof of Concept using YOLO models across multiple camera streams on embedded hardware.⚙️ Error Flow Prediction with LLMs – Built and fine-tuned a language model-based system on vehicle error trace sequences to predict future errors and infer causal relationships.🖥️ Infotainment UI Component Detection – Developed a vision-based pipeline to automatically identify interface elements (buttons, text, icons) from infotainment screens.🔍 Smart Ticket Search & Assistant – Worked on a similarity-based search and chatbot system that helps users find related defect tickets and receive guided troubleshooting suggestions. Show less

  • Machine Learning Software Engineer

    Dec 2022 - now

  • Artificial Intelligence Intern

    Sept 2022 - Nov 2022