CV

Education

• B.Sc in Computer Science, University of Hull, 2025 (expected)

Projects

KANs Network Development and Analysis

University of Hull
Dates: Summer 2024 – Present

• Responsibilities:
  • Investigating the potential of KANs in capturing the complex topological features of 3D geometric objects, aiming to understand how KANs can be adapted to recognize and classify intricate shapes and structures.
  • Conducting a comprehensive analysis of the performance of KANs in comparison to traditional Multi-Layer Perceptrons (MLPs) when applied to 3D object datasets, focusing on accuracy, computational efficiency, and scalability.
  • Designing a novel framework that integrates KANs with existing 3D geometric learning algorithms, ensuring that the learnable activation functions of KANs are effectively utilized to enhance feature extraction from 3D data.
  • Developing an advanced prototype model using KANs that can accurately predict and generate 3D geometric shapes, leveraging the unique spline-based structure of KANs for improved precision and detail in shape representation.
  • Investigating the interpretability of KANs in the context of 3D geometric learning, exploring how the learnable activation functions on the edges can provide insights into the learning process and outcomes.
  • Conducting research on existing KAN frameworks and their applications in various fields.
  • Collaborating with cross-functional teams to integrate the KANs network with other tools and platforms.

• Technologies Used: Python

• Current Progress:
  • Literature review and drafting/design.

ResearchMap

Personal Project
Dates: Summer 2024 – Present

• ResearchMap is a web visualisation tool to display the research collaboration between the researchers.

• User is able to search and select the research and the app is going to output a map of researchers.

• Technologies Used: Python, Flask, ThreeJS
• Link to the project: GitHub

Skills

• Programming languages: C++, Python, C#
• Frameworks: Pytorch, Tensorflow, sckit-learm, Flask
• Data Analysis: Pandas, NumPy, Matplotlib
• Other: Unity engine
• Languages: Polish (native), English (Fluent)

Certifications and courses

Extracullicular activities

Volunteer Feedback Tester
Myndmap 2024

• Objective: Contributed to the testing and feedback phase of an AI-powered mobile app designed to assist individuals with ADHD.
• Your Contribution: Provided detailed feedback on usability, identified and reported bugs, and suggested improvements to enhance user experience and functionality.
• Activities: Tested various app features, provided user feedback, and participated in feedback sessions with CEO to refine app performance and experience.
• Impact: Identified a number of bugs and suggested further improvements, resulting in enhanced app stability and user satisfaction.
• Skills Demonstrated: Attention to Detail, Analytical Thinking, Problem-Solving, Team Collaboration