プロフィール詳細

プロジェクトを作成

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Lucas X.に依頼

Brazil

Data Scientist | PhD in Theoretical Physics | Scientific Computing | Physics-Informed ML | IA

プロフィール概要

Data scientist and PhD in Theoretical Physics with over 4 years of experience developing numerical simulations, machine learning models and IA pipelines in the oil and gas industry.

専門分野

• ★ Machine Learning
• ★ Computational Physics
• ★ Python
• ☆ Engineering Thermodynamics/Thermophysical Engineering
• ☆ Data Analysis
• ☆ Artificial Intelligence
• ☆ Theoretical Physics
• ☆ Oil & Petroleum
• ☆ Applied Mathematics
• ☆ Mathematical Optimization
• ☆ Computational Sciences
• ☆ Mathematical Physics
• ☆ Differential Equations
• ☆ Information Retrieval
• ☆ SQL
• ☆ Tensorflow
• ☆ Scikit-learn

サービス

• Research
• Consulting
• Data & AI

Research Scientific and Technical Research

Consulting Scientific and Technical Consulting

Data & AI Predictive Modeling, Statistical Analysis, Image Processing, Image Analysis, Algorithm Design-Non ML, Algorithm Design-ML, Data Visualization, Big Data Analytics, Text Mining & Analytics, Data Mining

職務経験

Data Science Specialist

INEP

5月 2025 - 現在

Senior Data Scientist

Shape Digital

4月 2021 - 5月 2025

学歴

Ph.D. in Physics (Institute of Physics)

Universidade de São Paulo

8月 2018 - 12月 2022

Master's in Physics (Institute of Physics)

Universidade de Brasília

8月 2016 - 7月 2018

Bachelor degree in Physics (Institute of Physics)

Universidade de Brasília

8月 2012 - 7月 2016

認定資格

• PhD

  USP

  12月 2022 - 現在

出版物

PREPRINT

(2019). Fracton-like phases from subsystem symmetries.

(2019). Topological Entanglement Entropy in \(d\)-dimensions for Abelian Higher Gauge Theories.