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  • Politechnika Wrocławska | EENGINE
  • Wroclaw
  • LinkedIn in/jwojciak

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wujciak/README.md

Hi, I'm Jakub Wójciak


I'm a Computer Engineering student and a Biomedical Engineering graduate, specialising in Medical Informatics. My work sits at the intersection of software engineering and machine learning, especially deep learning, data pipelines, and backend systems.


About me

* Strong communication skills and experience working in Scrum teams.
* Currently working as an ML Engineer at EENGINE Software House.
* In my free time, I develop the backend for the Oncosort project.
* Actively learning Machine Learning / Deep Learning and Software Engineering.
* For my engineering thesis, I implemented Vision Transformers (ViT) to detect thyroid cancer from ultrasound images and compared them with CNNs.
* For my master's thesis, I am implementing a Distance-Based Out-of-Distribution Detector evaluating on ViT and CNN architecture extracted embeddings.


Technologies & Tools

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  1. Thesis-ViT-Thyroid Thesis-ViT-Thyroid Public

    Thesis repository. Implementation and comparison of ViT and CNN models for thyroid cancer detection.

    Jupyter Notebook

  2. thyroid-app thyroid-app Public

    Additional UI and API for using AI model trained during my engineering thesis

    TypeScript

  3. LibraryManagementSystem LibraryManagementSystem Public

    Web-based library system managing books, users, and CRUD operations, enabling multi-language support and secure role-based access using JWT tokens

    Java

  4. KreonCulatorApp KreonCulatorApp Public

    A mobile application that helps users calculate capsule dosage based on meal fat content.

    Kotlin

  5. Maciej-Grzesik/best-hack-2025-wroclaw Maciej-Grzesik/best-hack-2025-wroclaw Public

    Big stuff happening there

    TypeScript 1