Yan Barros, Data scientist

• Universidade Federal do Rio Grande do Norte

Work Experience

• Data Mining Operator at Inovall Tecnologia, an IT company (2022 – present)

Projects

1. PINN Project to Solve a Specific Navier-Stokes Case (Jun 2023 – Aug 2023)

• Implemented Physics-Informed Neural Network (PINN) for Navier-Stokes equations.
• Achieved exceptional results with advanced machine learning techniques.
• Showcased expertise in computational physics problem-solving.

2. Building Web Application, (Jun 2023 – Jul 2023)

• Developed a Python web app for celestial body classification.
• Utilized image recognition algorithms for accurate astros classification.
• Open-source project fostering collaboration in astrophysics and tech.

3. Exploratory Analysis and Machine Learning with Exoplanet Data

• Led comprehensive data analysis on exoplanets.
• Implemented high-precision ML algorithms for exoplanetary culture selection.
• Demonstrated expertise in complex data domains.

4. Study on PINNs and Application to a Fluid Diffusion Case

• Introduced PINNs in Portuguese for wider accessibility.
• Applied PINNs to physics problems, showcasing practicality.
• Highlighted communication skills and advanced method application.

Certifications

• Google Data Analytics (PT) Professional Certificate
• Fundamentals: data, data, everywhere
• Supervised Machine Learning: Regression and Classification from Stanford

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