Bachelor Thesis
The Impact of Third-Force Candidates on Voter Turnout in the 2020 and 2015 Polish Presidential Election and a Forecast for 2025
View Project →The Impact of Third-Force Candidates on Voter Turnout in the 2020 and 2015 Polish Presidential Election and a Forecast for 2025
View Project →Deep learning — custom CNN beats a frozen MobileNetV2 benchmark at 98.0% test accuracy. CBS ML 2026.
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Deep LearningCNN
NLP — predicting political ideology from 301,536 YouTube comments. TF-IDF to DistilBERT. CBS 2026.
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NLPTransformers
Time-series forecasting — SARIMA vs ETS, 24-month horizon through the GLP-1 boom. CBS PA 2026.
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ForecastingTime Series
B2B staffing platform for Denmark (Next.js, Supabase). Fullstack — database, design, logic, deployment.
View Project →Interactive 3D civic budget map for GZM Metropolitan Area. Jury-recognized at AEC Hackathon Copenhagen 2026.
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My brother’s portfolio — Aviation Management student. Global network visualisation.
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Portfolio
CNN in Keras/TensorFlow classifying 43 sign categories at ~97% accuracy.
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n8n automation that fetches, parses and structures public market data.
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Automation
n8n pipeline for Estate FM — parses emails, translates with OpenAI, posts to Notion.
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n8n
RStudio pipeline cleaning and merging PKW 2020 election data to county level.
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Data
Minimalist photo portfolio — 10 albums, 219 analog photographs.
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Photo