CV
Education
- Diplôme Ingénieur Polytechnicien (Combined B.S. and M.S. program), École Polytechnique, 2021 (ongoing)
- M.S. in Statistical and Deep Learning (M2), Université Pierre et Marie Curie, 2021 (ongoing)
- M.S. in Data Science (M1), École Polytechnique, 2020
- Bachelor in Engineering, École Polytechnique, 2019
- Bachelor in Aerospace Engineering, Instituto Tecnológico de Aeronáutica, 2020 (abandoned in 2017 for École Polytechnique)
Work experience
Software Engineer Intern - Microsoft (Paris)
May. 2020 - Sep. 2020
- Improved OCR performance in UI Flows by roughly 50% by implementing novel preprocessing techniques with OpenCV and improving the existing model;
- Enabled reliable evaluation and fine-tuning of OCR models for UI FLows by creating a dataset representative of real-world data using Python for data wrangling;
- Researched efficient alternatives to the existing text detection model using TensorFlow.
Software Engineer Intern - VTEX (Rio de Janeiro)
Jun. 2019 - Aug. 2019
- Enabled easy and flexible use of features from heterogeneous data sources by devopeding a worker in Go that gathered and aggregated data from multiple databases on-demand;
- Applied the worker to cluster store clients based on purchase history;
- Deployed worker on AWS, using the Simple Queue Service to handle jobs.
Skills
- Spoken Languages: Portuguese (native), English and French (fluent)
- Programming Languages: Python, C++, Scala, C# and Go;
- Data Science Skills:
- Packages: Tensorflow (1 and 2), PyTorch, scikit-learn, Pandas, Matplotlib, Seaborn, NumPY, SciPy;
- Tools: JupyterLab, Tensorboard;
- Databases: PostgreSQL, Spark.