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 →AI plugin for Claude, ChatGPT, Codex and Cursor: turns slides, labs and papers into a linked Obsidian vault that is also clean, token-cheap context for AI. 2026.
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A Warsaw map of door-to-door commute time and median asking rent by neighbourhood, with a public MCP server for AI assistants. Live, 2026.
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Self-hosted, real-time sync for a shared Obsidian vault: who wrote what, full history, AI agents as members. Obsidian plugin, 2026.
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Deep learning — custom CNN beats a frozen MobileNetV2 benchmark at 98.0% test accuracy. CBS ML 2026.
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NLP — predicting political ideology from 301,536 YouTube comments. TF-IDF to DistilBERT. CBS 2026.
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Time-series forecasting — SARIMA vs ETS, 24-month horizon through the GLP-1 boom. CBS PA 2026.
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B2B staffing platform for Denmark (Next.js, Supabase). Fullstack — database, design, logic, deployment.
View Project →Interactive 3D civic budget map, grown from a hackathon prototype into a 13-city platform with ~3,200 projects across GZM Metropolitan Area. Jury-recognized at AEC Hackathon Copenhagen 2026, now a metropolitan pilot candidate.
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My brother’s portfolio — Aviation Management student. Global network visualisation.
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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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n8n pipeline for Estate FM — parses emails, translates with OpenAI, posts to Notion.
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RStudio pipeline cleaning and merging PKW 2020 election data to county level.
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Minimalist photo portfolio — 10 albums, 219 analog photographs.
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