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1. ab-lab ab-lab Public

   Design and analysis of A/B experiments: power, tests, bootstrap, SRM and a sequential peeking correction - every method validated by simulation.

   Python

2. apply-scout apply-scout Public

   An LLM agent that matches a job posting against a candidate's CV and GitHub evidence — a from-scratch tool loop with safety budgets and a trajectory-evaluation harness.

   Python

3. car-price-ml car-price-ml Public

   Used-car price prediction for the Polish market — EDA, model bake-off (RF R2=0.94), SHAP, FastAPI + Docker

   Jupyter Notebook

4. it-job-radar it-job-radar Public

   Pipeline collecting Polish IT job offers — technology trends and salary ranges (respectful scraping, normalization, SQLite, GitHub Pages)

   Jupyter Notebook

5. mlops-car-price mlops-car-price Public

   MLOps layer around the used-car price model: versioned data, MLflow tracking and registry, drift monitoring, evidence-based champion/challenger promotion

   Python

6. wroclaw-air-insights wroclaw-air-insights Public

   Wroclaw air quality analysis from open GIOS data — ingestion pipeline, SQLite, insights notebook, and a 24h PM2.5 forecast that beats a baseline

   Jupyter Notebook