⚡ Electrical Engineer | 📊 Data Analytics | 🤖 Machine Learning | 🌍 Spatial Intelligence
Exploring complex systems, spatial data, and the human dimension of technology through engineering, data analytics, and responsible AI.
I work at the intersection of engineering, data science, and geospatial intelligence, developing data-driven solutions for infrastructure systems, utilities, and complex socio-technical environments.
🔬 Machine Learning for infrastructure systems
🌍 Spatial data analytics and geospatial intelligence
⚖️ AI governance and responsible AI
🧩 Computational semiotics and knowledge representation
👥 Human-centered data science
🐍 Python
🗄 SQL
📊 R
⚙️ VBA
- pandas
- numpy
- scikit-learn
- TensorFlow
- PyTorch
- networkx
- city2graph
- Power BI
- matplotlib
- seaborn
- ArcGIS
- geopandas
- Git
- Jupyter
- Linux
- Visual Studio Code
Machine learning models applied to water distribution networks to identify potential leaks and anomalies using historical operational data.
🔎 Techniques:
- Regression and classification models
- Infrastructure monitoring
- Data preprocessing and feature engineering
Geospatial analysis of infrastructure systems combining GIS tools and data analytics to understand spatial patterns and optimize decision making.
🔎 Techniques:
- Spatial clustering
- Infrastructure mapping
- Geospatial data processing
Development of interactive dashboards for operational and strategic decision making using Business Intelligence tools.
🔎 Tools:
- Power BI
- Data modeling
- Data visualization
📚 Master's Degree in Production Engineering
Federal University of Technology – Paraná (UTFPR)
⚡ Bachelor’s Degree in Electrical Engineering
Centro de Ensino Superior dos Campos Gerais (CESCAGE)
🌍 Bachelor’s Degree in Geography
State University of Ponta Grossa (UEPG)
📊 MBA in Data Science and Analytics
USP – ESALQ
📈 MBA in Business Intelligence
Universidade Positivo
📋 MBA in Project Management
Poli USP Pro
🦺 Specialization in Occupational Safety Engineering
Universidade Cruzeiro do Sul
🌐 Specialization in Open-Source Software for Territorial Management
State University of Ponta Grossa (UEPG)
🔗 LinkedIn
https://www.linkedin.com/in/msc-eng-felipe-francisco-nusda/
🎓 Google Scholar
https://scholar.google.com/citations?hl=en&user=zjo23hEAAAAJ
🆔 ORCID
https://orcid.org/0000-0002-5697-4846
✉️ Email
fnusda@gmail.com
⭐ “Engineering and data science applied to complex systems, spatial intelligence, and the responsible future of AI.”
⚡ Nikola Tesla
“Let the future tell the truth, and evaluate each one according to his work and accomplishments.
The present is theirs; the future, for which I really worked, is mine.”
🌍 John Mbiti
“I am because we are; and since we are, therefore I am.”
🤖 Norbert Wiener
“We had better be quite sure that the purpose put into the machine is the purpose which we really desire.”
🌍 Amílcar Cabral
“Hide nothing from the masses of our people. Tell no lies. Expose lies whenever they are told.”
🧠 Alan Turing
“We can only see a short distance ahead, but we can see plenty there that needs to be done.”
🧠 Carl Jung
“Until you make the unconscious conscious, it will direct your life and you will call it fate.”