portfolio

Hi, I'm Mateusz

I'm a Python software developer

Python developer building backend systems, AI tools and full-stack web applications. Working with FastAPI, Django and modern data libraries, with practical experience in ML, computer vision and LLM-based workflows.

Skills

Backend-focused developer experienced in Python (Django, FastAPI) with both SQL (MySQL) and NoSQL (MongoDB) databases. Familiar with React and TypeScript. Now shifting my career path toward data science and machine learning.

Top Projects

RenderX - GPU ecomerce

RenderX is a full-stack e‑commerce platform built with Django (REST API, JWT auth, MySQL) and a Next.js/React frontend. Features include product search, file storage on GCP, user accounts with refresh tokens, and an admin panel for managing inventory.

View code

Hermes AI

An intelligent console agent connected to Gemini that manages a Google Calendar in real time based on natural-language prompts.

View code

Bee parasite visual detector

A YOLO-based detection tool for identifying Varroa destructor parasites on honeybees, trained on a custom dataset using YOLOv8-small and YOLOv8-medium models.

View code

Education

AGH University of Science and Technology

AGH logo

Undergraduate in Computer Science and Engineering (2023–Present)

Coursework includes statistical data analysis, optimization methods, databases (SQL & NoSQL), algorithms, and object-oriented programming.

Academic Projects

MES logo

FEM Simulation

Engineering-focused simulation solving a transient heat conduction problem with internal heat sources using the Finite Element Method.

Member of Analytica Student Club at AGH

hack-yeah logo

Working on an NLP-based system for extracting geodetic parameters from user input to support land-plot search. Focused on prompt design, structured argument extraction, data validation and guided interaction workflows.

Hackathons

hack-yeah logo

Participated in a four-person team at the HackYeah hackathon, where we developed a retirement simulation system for the Polish Social Insurance Institution (ZUS).

About me

3rd-year Computer Science student interested in Data Science and Python frameworks.

Currently developing skills in Machine Learning and Deep Learning.

Focused on improving practical programming and analytical abilities.

Hobbies include playing the piano and following space technologies.

Interested in space exploration and modern engineering topics.