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Helio Henrique Villela Dias

Coordenadoria:

Inteligência Artificial, Aprendizado de Máquina e Ciência de Dados

Experiência profissional:

Helio Henrique Dias

São Paulo, Brazil · Portuguese Citizenship (EU)
📱 +55 11 93940-2610 | ✉️ [email protected]
🔗 LinkedIn

Professional Experience

Data Analyst · LelloLab
July 2022 – Present

Development and presentation of dashboards.
Extensive use of Power BI.
Experience with ETL (Extract, Transform, Load).
Application of statistical tools to generate insights and support decision-making.

Data Scientist · USP
Jan 2021 – Jan 2022

Collaborated with a professor on a company-sponsored project.
Predicted movement types using cellphone motion sensor data.
Experience in importing, cleaning, transforming, and modeling data.
Built and evaluated predictive models.

Intern · Mauá Institute of Technology
Second Semester of 2018

Developed a database to store partner company data.
Migrated company records from Excel into the database.
Created a Java application with a graphical interface to manipulate the database.

Education

PhD in Computer Science · UNIFESP – ICT
June 2024 – Present

Focus: Machine Learning and Data Mining.
Thesis: Interpretability of Dynamic Models in the Context of Big Data.
Courses:
- Analysis of Algorithms and Data Structures
- Computational Intelligence in Chemistry (ongoing)
- Directed Studies I & II (ongoing)
- Artificial Intelligence, Scientific Methodology, Neural Networks
- Seminars (including 2024 – 2nd Semester)

MBA in Data Science · USP – ICMC São Carlos
2021 – 2022

Courses:
- Data Analysis with Massive Parallel Processing
- Machine Learning, Dynamic Learning
- Statistics for Data Science, Introduction to Data Science
- Methodology and Project in Data Science
- Programming for Data Science
- Neural Networks and Deep Architectures
- Advanced Techniques for Data Capture and Processing
- Final Project / Undergraduate Thesis

Bachelor of Computer Engineering · Mauá Institute of Technology
2014 – 2019

Certifications

Professional Data Scientist – DataCamp
Certification Link
Covers data management, model development, exploratory analysis, and more.

Sample Work

Colab Notebook: Data Validation, Exploratory Analysis, Model Selection & Evaluation

Languages

Portuguese – Native
English – Advanced (C1 CEFR)

Membros em coordenadorias similares:

Ana Carla Bliacheriene

André Carlos Ponce de Leon Ferreira de Carvalho

Daniel Aparecido Vital

Elaine Coimbra

Fernando Giannini

Francisco Louzada Neto

Helder Takashi Imoto Nakaya

Helio Dias

Presidente

Luciano Vieira De Araújo

Marcos Gonçalves Quiles

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