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Hi there, I'm Cédric 👋

cedricernewein

I'm a Operations Research Engineer/Data Scientist working for Smart Grid Energy, a leading provider of flexibility for the french electricity grid. I graduated from both Centrale Lyon (France) and DTU (Denmark) with a focus on both Data Science/AI and Optimization. I have a strong interest in Programming, Data Science and Engineering problems.

I have experience applying ML/DL models to the electricity grid and especially to demand response as I have written my master thesis about Deep Reinforcement Learning for demand side management of building energy consumption. You can find a short paper highlighting the most important results here.

  • 🌱 I’m currently learning about test-driven development and python type hints

  • 👯 I’m looking to collaborate on open source Python/R projects, especially related to ML/DL and Electricity

  • 📫 Feel free to reach out to me on Linkedin

    My Tech Stack

Python pytorch MySQL R Docker Linux Git Bash Bash

Cédric Ernewein's Projects

2048 icon 2048

A small 2048 game in C++ using QT

ccl-app icon ccl-app

Study project: App development on the ionic framework for a big sports event taking place every year at Ecole Centrale de Lyon

heating-rl-agent icon heating-rl-agent

A Pytorch DQN and DDPG implementation for a smart home energy management system under varying electricity price.

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