Iulia Alda

Iulia alda

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location of Iulia AldaTimişoara, Timiş, Romania
Followers of Iulia Alda192 followers
  • Timeline

  • About me

    Machine Learning Engineer at Porsche Engineering

  • Education

    • Colegiul național "moise nicoară"

      2014 - 2018
      High school diploma
    • Politehnica university of timisoara

      2022 - 2024
      Master of science - ms machine learning
    • Politehnica university of timisoara

      2018 - 2022
      Automatică si calculatoare calculatoare si tehnologia informației
  • 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
  • Licenses & Certifications