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akakarantzas/README.md

🏎️ currently building my own AI-powered F1 analytics web app
🤝 open to collab on F1 analytics, ML, and fintech projects
🔬 researching AI applications in niche industries (e.g. yachting) and building end-to-end ML systems
💬 down to talk ML and building stuff that actually ships

🌐 socials

LinkedInX Twitch

💻 tech stack

Python NumPy Pandas SciPy scikit-learn PyTorch Matplotlib Microsoft SQL Server Azure Bash

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  1. retryoos/soft-overlap-sa-macro-placer retryoos/soft-overlap-sa-macro-placer Public

    Soft-Overlap Simulated Annealing macro placer for the Partcl x HRT Macro Placement Challenge 2026

    Python 1

  2. chicane-ai chicane-ai Public

    AI-powered F1 race predictions & head-to-head driver comparisons. Built with React, FastAPI, and FastF1. Predicted the 2026 Miami GP winner.

    JavaScript 1

  3. f1-2026-miami-grand-prix-winner-prediction f1-2026-miami-grand-prix-winner-prediction Public

    Gradient Boosting model predicting the 2026 Miami GP winner using FastF1 data from 2022–2026, with rolling driver/team form features.

    Python 1

  4. makeathon-2026-talos-real-estate-beyond-rgb makeathon-2026-talos-real-estate-beyond-rgb Public

    AI-powered web app that scores land plot investment viability from hyperspectral satellite imagery and macroeconomic indicators.

    Python 3

  5. vehicle-price-prediction vehicle-price-prediction Public

    Comparing Linear Regression, Random Forest, and XGBoost for used car price prediction with hyperparameter tuning.

    Jupyter Notebook 1

  6. claude-code-counter claude-code-counter Public

    Real-time token usage tracker for Claude Code. Monitor context window usage, session tokens, prompt cache stats, and activity directly from your Chrome toolbar.

    JavaScript 1