Sophie Dilhon

Frontend Developer

IndustriAll•  January 2023 - March 2024•  Vitória, Brazil

Developed 7 new modules for an industry management system using JavaScript, React, and MaterialUI. Implemented Scrum methodology using Jira for project management and Git for version control. Used Figma for UI/UX design. Improved system performance through optimization techniques.

Deep Learning Undergraduate Researcher

NINFA Lab - UFES•  August 2021 - October 2022•  Vitória, Brazil

Researched Deep Learning for time series analysis using Python, PyTorch, and Darts. Focused on Fully Connected, LSTM, and Transformer neural networks. Employed cross-validation and metrics like MAE.

Stochastic Model Undergraduate Researcher

LabHidro - UFES•  August 2020 - October 2021•  Vitória, Brazil

Researched stochastic models for synthetic time series generation using R and ARMA models. Integrated the model into a web platform using Shiny for analysis and visualization.