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  • Mikkeli, Finland

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Achievement: Pull Sharkx2Achievement: Pair Extraordinaire

Achievements

Achievement: Pull Sharkx2Achievement: Pair Extraordinaire

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balashova12/README.md

Hi there 👋

🎓 Bachelor of Engineering in Information Technology — XAMK University, Mikkeli, Finland

💻 Backend Developer with hands-on experience in REST APIs, AWS Lambda, and TypeScript

🛠 My Stack

Backend

Frontend

Data & ML

Tools

📌 Featured Projects

🔋 Electricity Price Forecasting

End-to-end ML pipeline to predict Finnish electricity prices using 10 years of market data. Evaluated baseline, statistical, and ML models using walk-forward validation.

⚡ Django ML Benchmark

Django web app that benchmarks manually implemented ML algorithms (KNN, Decision Tree, Logistic Regression) against scikit-learn. Compares execution time, memory, and accuracy interactively.

💬 Chat App

Real-time chat application built with JavaScript.

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  1. Electricity-Price-Forecasting-Thesis-Project Electricity-Price-Forecasting-Thesis-Project Public

    This repository contains the full workflow for the thesis "Data-Driven Forecasting of Finnish Electricity Prices". The work is organized into four Jupyter notebooks, each addressing one sub-objecti…

    Jupyter Notebook 1

  2. django-ml-benchmark django-ml-benchmark Public

    Python