Matheus Ferreira Drumond

Work Experience

Provided technical support for our employees, general eletronics maintenance and also guided students in our computer skills interactive courses.
Developed complex spreadsheets and software to help with management and logistics, as well as some customer-facing products like a resume builder webpage.

Worked from home and translated the mobile game Top Gun Legends from English to Brazilian Portuguese.

Focused on data science and programming.
Scientific Initiation: Studied advanced graduate-level topics in Representation Theory (Algebra) under the guidance of Leonardo Duarte Silva, delivering weekly lectures on what I learned.
Strong background in Business and Economics from coursework completed in an Economics major before transitioning to Applied Mathematics (Economics degree not completed).

An exploration of the Rotten Tomatoes dataset with the goal of finding out critical factors that make audiences' and critics' scores diverge.

Data Science Technologies: Python (Numpy, Pandas, Matplotlib, Seaborn, Jupyter Notebooks; basic knowledge of PyTorch); Excel (including pivot tables and Power Query); Power BI; SQL
General Programming: Git; Linux and terminal environments; SQL (SQLite, Postgres).
Web Development: HTML, JavaScript, TypeScript, CSS; Tailwind; Svelte; Django backends; Familiar with React.
Theory: Machine Learning; Statistical modeling (regression, hypothesis testing).
Soft Skills: Experienced in education, presentation, research, teaching and communicating technical concepts to non-technical audiences.
Other Programming Languages and Tools: Neovim wizard; Beginner at Go, Kotlin and Rust.