CV

General Information

Full Name José Eduardo Alves Pereira Filho
Age 27
Languages Portuguese (C2), French (C1), English (C1), Chinese (A1)
Contact [email protected]
GitHub github.com/jeduapf
LinkedIn linkedin.com/in/jeduapf
Last Updated 2025-12-02

Skills (ordered by knowledge level)

  • Programming: Python, Matlab, SQL, C/C++
  • Data Engineering: NumPy, Pandas, Dask, Polars
  • Web & Apps: Streamlit, FastAPI, Flask
  • DevOps & Cloud: Conda, Docker, CI/CD
  • Optimization: MILP, stochastic optimization, SciPy, Gurobi
  • Machine Learning: Neural Networks, CNNs, PINNs, scikit-learn, PyTorch, TensorFlow
  • Visualization: Plotly, Tableau, PowerBI
  • Engineering Tools: AutoCAD, Simulink, PSpice, Quartus, SolidWorks, Eagle
  • Project Management: Git, Jira
  • Office: Excel, PowerPoint, Word, Google Workspace
  • Other: Driving license (Permis B)

Experience

  • 2024 - 2025
    Responsable d’Études Énergétiques (Alternance)
    EDF, La Défense
    • Conducted operational studies and techno-economic analysis for energy transition projects from district to regional scale
    • Evaluated key metrics: gas prices, industrial electrification rates, vehicle energy consumption, operational costs
    • Developed modeling tools for prospective energy scenario analysis

    Python, Streamlit, Pandas, Polars, Excel, PowerPoint, Tableau, Plotly, Dask
  • 2024
    Researcher in Cybersecurity
    INSA Lyon
    • Integrated Physics-Informed Neural Networks (PINNs) into cyberattack threat detection
    • Validated methods through automated testing

    Python, Pandas, PowerPoint, Plotly, Neural Networks, PyTorch, NumPy
  • 2021 - 2023
    Data Analyst
    Eldorado / Motorola
    • Designed AI models for defect detection on 4G/5G smartphone networks
    • Built automated pipelines for fault alerting
    • Developed predictive features for consumer preferences using Google Cloud Platform

    Python, Pandas, SQL, Plotly, scikit-learn, Git, Jira, Conda, Linux, BigQuery, Looker Studio
  • 2021
    Researcher in Artificial Intelligence
    Fiberwork
    • Developed algorithms for monitoring fiber optic signals (DAS)

    Python, Pandas, NumPy, CNNs, Conda, Digital Signal Processing
  • 2020 - 2021
    Researcher in HVDC Networks
    SuperGrid
    • Developed HVDC monitoring software using action theory and automated planning
    • Created a simplified HVDC network model with Modular Multilevel Converters

    Python, NumPy, Neural Networks, Depth-First Search, Breadth-First Search, Planning and Action Theory, Modelica

Academic Projects

  • 2022
    Research Project in Seismic Image Processing
    UNICAMP
    • Participation in a Petrobras-funded project for large-scale 3D marine seismic image processing for oil exploration
    • Processing and analysis of large volumes of 3D marine seismic data
    • Development of denoising and super-resolution algorithms (DIP-RED) for reservoir imaging enhancement

    Python, NumPy, Neural Networks, Digital Signal Processing, CNNs, Stochastic Optimization
  • 2016 - 2023
    Teaching Assistant
    UNICAMP
    • Only top-ranked students could be selected as Teaching Assistants
    • TA for: General Physics 1, Analytic Geometry, Linear Algebra, Lagrangian & Hamiltonian Mechanics, Basic Electronics 1

    Teaching, Communication, Organization, Mathematics, Physics, Electronics
  • 2016 - 2017
    Middle School Teacher
    UNICAMP
    • Taught basic mathematics and physics to public middle school students

    Teaching, Communication, Motivation
  • 2016 - 2023
    Karate Instructor
    UNICAMP
    • Taught karate to university students and adults
    • Founded the UNICAMP karate club
    • Provided free karate classes

    Teaching, Communication, Organization, Karate

Education

  • 2024 - 2025
    Mastère Spécialisé – Optimisation des Systèmes Énergétiques (OSE)
    Mines Paris – PSL (in partnership with EDHEC & CREDEN)
    • Focus on financial modeling, applied statistics, stochastic optimization, and energy economics
    • Alternance at EDF: quantitative tools for cost optimization, electrification, and techno-economic evaluation
    • Year theme: the decarbonization of developing countries
    • Exploratory trip to Senegal
    • In communications team for the OSE congress. Responsible for the website.
  • 2016 - 2023
    Double Engineering Degree
    École Centrale de Nantes (France) & UNICAMP (Brazil)
    • Centrale Nantes: General engineering with specialization in data analysis and signal/image processing
    • UNICAMP: Electrical engineering, in one of the top universities in Latin America
    • Awarded the CREA-SP Prize 2022 for best electrical engineering student

Hobbies

  • Karate
  • Boxing
  • Volleyball
  • Chess
  • Video games
  • Cooking