Nelson Aloysio
Doctoral Researcher at Università di Pisa
Tuscany, Italy
Summary
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Senior🎓
Top SchoolNelson Aloysio is a doctoral researcher in AI based in Tuscany with nine years of experience building machine learning systems, data pipelines, and graph-based analytics. His PhD work at Università di Pisa focuses on neural models for unsupervised clustering and information processing in temporal networks, blending high-performance distributed frameworks with complex-network theory. He has applied these techniques across industry roles designing ETL pipelines, web scraping, CI/CD and orchestration for production ML, and visualization dashboards that turn social data into actionable insights. Comfortable across Python stacks (scikit-learn, networkX, networKit), orchestration tools (Airflow/Celery), and deployment tech (Docker/Kubernetes), he bridges research rigor and production engineering. Unusually, his background spans social science and data science, giving him a rare ability to frame algorithmic solutions around human-centered questions in online networks.
9 years of coding experience
6 years of employment as a software developer
Master Social Science, Master Social Science at Ufes - Universidade Federal do Espírito SantoPostgraduate Data Science with Big Data, Postgraduate Data Science with Big Data at Ifes - Instituto Federal do Espírito SantoPhD Artificial Intelligence, PhD Artificial Intelligence at Università di Pisa
Stackoverflow
1reputation
0reached
1answer
0questions
Github Skills (71)
graph-algorithms10
python10
network-analysis10
deep-learning10
graph-visualization10
complex-networks10
graph-convolutional-networks10
graph-theory10
graph10
graph-analysis10
graph-neural-network10
geometric-deep-learning10
pytorch10
neural-network9
optimus9
Programming languages (8)
Github contributions (5)
nelsonaloysio/build-kmod-nvidia-signed-rpm
May 2022 - Jan 2023
Contributions:21 commits, 27 pushes, 5 branches in 7 months
nelsonaloysio/networkx-gdf
Aug 2023 - Oct 2024
Contributions:8 releases, 78 pushes, 11 branches in 1 year 3 months
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