Projects
A showcase of my work in data science, energy modeling, and software development. Each project reflects my passion for solving complex problems at the intersection of data, technology, and sustainability.
Energy Systems & Modeling
AntaresInvest
R Electricity Systems Market Design Investment Modeling
Dynamic investment simulation tool for the Antares Simulator ecosystem, providing market participant perspective analysis.
Key Features: - Investment decision modeling for electricity markets - Integration with Antares Simulator for European power system analysis - Strategic behavior simulation for capacity markets - Long-term market scenario planning capabilities
LoadModel
Python Deep Learning Energy Consumption Neural Networks
Advanced power demand disaggregation tool using deep learning methods to analyze electricity consumption patterns.
Key Features: - Multi-layer perceptron (MLP) models for demand forecasting - Disaggregation of national electricity demand by end-use sector - Cross-country analysis capabilities - Contributed to IEA World Energy Outlook 2021
Corrclim
R Climate Data Time Series Statistical Modeling
Comprehensive R toolbox for climatic correction of time series data and implementation of statistical models.
Key Features: - Facilitates climatic correction of energy consumption data - Advanced time series analysis capabilities - Implementation of new statistical models - Weather normalization for energy demand analysis
This is a private repo.
Data Engineering & Tools
MySQL2Postgre
Python Database Migration PostgreSQL MySQL
Robust database migration tool for seamlessly transferring data from MySQL to PostgreSQL.
Key Features: - Automated schema conversion - Data integrity preservation - Batch processing for large datasets - Error handling and rollback capabilities
Fun Projects
💕 Dating Market
Python Simulation Market Analysis
A playful simulation of dating app dynamics using market analysis principles.
Key Features: - Agent-based modeling of dating behavior - Market dynamics simulation - Statistical analysis of matching patterns - Data visualization of relationship trends
Technologies Used
Core Focus Areas: Energy Systems Modeling • Machine Learning • Data Engineering • Statistical Analysis • Market Simulation