Lucas Paiolla Email & Phone Number

Santo André, Sp, Br

Brazil

- Inside the Engineering Team, refactored and developed the backbone of our company's data pipeline using Apache AirFlow, Dask, AWS S3, Docker, ElasticSearch, following the best programming practices;- Developed an experimentation framework to allow for multi-branching execution in AirFlow to allow Data Scientists to experiment multiple ideas in different parts of the ML pipeline;

Brazil

- Developed time series and regression models used to predict customer's demand using Python tools like Pandas, Numpy, SKLearn, and SciPy; using PostgreSQL as the database; and using developing tools like Docker, Git/GitLab. In this project, I also created the CI/CD, implemented the GitFlow methodology inside the team, and proposed the use of several clean code tools like black, isort, mypy, flake8 and pylint.- Developed an experimentation framework used to split our client's customers… Show more - Developed time series and regression models used to predict customer's demand using Python tools like Pandas, Numpy, SKLearn, and SciPy; using PostgreSQL as the database; and using developing tools like Docker, Git/GitLab. In this project, I also created the CI/CD, implemented the GitFlow methodology inside the team, and proposed the use of several clean code tools like black, isort, mypy, flake8 and pylint.- Developed an experimentation framework used to split our client's customers into Treatment and Control Groups in order to control the effect of our recommendations and make sure we had a good product. Used the best programming practices in order to deploy a product that has good documentation and is easily maintainable and extensible, leading to a product that is used until nowadays. Show less

São Paulo, São Paulo, Brazil

- I worked forecasting sales using regression models, developed data pipelines using technologies like Docker, AWS, AirFlow and PostgreSQL. Also, participated on the experiment's team developing an app for sampling, creating pipeline experiments like A/B testing and validating those experiments.

São Paulo, Brazil

League member and Study GT (Grupo de Trabalho - Work Group) Leader.- Participation on Data Science competitions;- Organization of collective studies on Coursera Courses;- Production of data science content on YouTube: https://tinyurl.com/beedatachannel.

São Paulo, São Paulo, Brazil

Students tutor of the subject MAC0323 - Algoritmos e Estruturas de Dados I (Algorithms and Data Structures I) at the Institute of Mathematics and Statistics of the University of Sao Paulo.

São Paulo, São Paulo, Brazil

Students tutor of the subject MAC0323 - Algoritmos e Estruturas de Dados II (Algorithms and Data Structures II) at the Institute of Mathematics and Statistics of the University of Sao Paulo.

São Paulo, São Paulo, Brazil

Students tutor of the subject MAC0329 - Álgebra Booleana e Aplicações (Boolean Algebra and Applications) at the Institute of Mathematics and Statistics of the University of Sao Paulo.

São Bernardo Do Campo, São Paulo, Brazil

Students tutor of the subject Cálculo Diferencial e Integral I (Calculus I) at the Faculdade de Tecnologia Termomecanica.

Bachelor In Computer Science, Computer Theory And Artificial Intelligence

- Participation on MaratonUSP through 2019 and 2020, a group of competitive programming; - Participation as GT Leader on BeeData throught.

Engineer'S Degree, Computer Engineering

- Academic Tutor of Cálculo I (Calculus I) through the second semester; - Dropped the graduation after two years to ingress.

High School Diploma