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.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
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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
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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