BSc Computer Science graduate

Gabriel Dorosh

Passionate computer science graduate and software engineer working on applied machine learning, backend, and full-stack dev.

Recently, I have completed my a predictive analysis dissertation on upcoming Counter-Strike performance, built on a dataset of 63,010 player-map records, a property-booking platform, and infrastructure for a 250+ member gaming community.

Based in Maidenhead, UK · Open to relocation

Featured projects

A few of my favourite projects

Featuerd here is my predictive analysis dissertation, a full-stack property-booking platform, and a QR encoder implemented from a given specification.

View all my projects
Counter-Strike Player Performance Prediction project preview
Final-year dissertation2025–2026

Counter-Strike Player Performance Prediction

For my final-year dissertation, I built a leakage-aware machine-learning pipeline to test whether historical HLTV statistics could predict a professional player's performance on an upcoming map. The selected ensemble reached 0.630 ROC-AUC on a chronological test period, indicating limited above-baseline ranking signal.

  • Python
  • pandas
  • NumPy
  • scikit-learn
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Maidenhead Central project preview
Full-Stack Web App2024–Present

Maidenhead Central

A full-stack property-booking platform for a short-term lettings business, supporting property listings, booking requests, reservation management, and iCal synchronisation with external platforms. The public development build is still being refined.

  • Next.js 13
  • React 18
  • TypeScript
  • Tailwind CSS
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QR Code Generator project preview
University group coursework2025

QR Code Generator

A three-person university coursework project that constructs Version 1 and 2 QR codes from the specification, with a Flask interface for custom colours, module shapes, and output sizing.

  • Python
  • Flask
  • Pillow
  • reedsolo
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Travelling, mountains, and more

I spent summers at my uncle's white-water rafting centre, during the winters I learned to ski with him and my cousins in the Austrian Alps. I've also spent a season teaching skiing in Japan and for the rest of the year I was travelling from tip to toe of the country in a tiny kei van.

Find out more about me
A van used while travelling across Japan

Inside our kei van we spent a summer living and travelling in

2022
Snow-covered mountains in the Austrian Alps

The view from the top of the Austrian Alps

2016
Deer in Nara Park, Japan

The very respectful deer found in Nara Park

2023