Pandas
Data Science

Hybrid Scoring System for EV Charger Site Selection with LightGBM and Multi-Dimensional Composite Scoring

Building on my initial EV charger site selection model, I redesigned the platform from a single-model kWh predictor into a hybrid scoring system that combines LightGBM demand …

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Machine Learning

EV Charger Site Selection with Geospatial Machine Learning

For an energy infrastructure company evaluating locations for EV charger installation, I developed a geospatial machine learning pipeline integrating real charging network data, EV …

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Python

Simulation of Photovoltaic Systems

SolarData is a platform allowing to simulate the amount of energy produced by a photovoltaic energy system in a specified geographic location weather data and parameters of the …

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Python

ETL for Cryptoassets Transactions

The goal of this project was to build an ETL system collecting and aggregating data about various crypto assets. The data about blocks and transactions on the crypto assets was …

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