Caio Dadauto
Senior Data Scientist
Portugal
Summary
👤
Senior🎓
Top SchoolCaio Dadauto is a senior data scientist and PhD researcher with roughly a decade of experience building statistical and deep learning solutions for anomaly and fraud detection, clustering, and dynamic graph problems in communication networks. He combines a strong academic foundation in physics and applied mathematics with hands-on engineering in Python and C/C++, leveraging TensorFlow, PyTorch and AWS ML services to move models from research to production. At Encora and now Ambush he has led feature engineering, hyperparameter tuning, and architecture design for multimodal data (audio, text, graphs), while his long-term research at Unicamp focuses on learning algorithms for temporally evolving networks like Internet core routing and VANETs. Fluent in both research and applied development, he brings an uncommon mix of convex optimization background, distributed learning experience, and low-level C++ data-processing skills gained in LHC-related work.
10 years of coding experience
11 years of employment as a software developer
Bachelor of Science - BS Physics, Bachelor of Science - BS Physics at USP - Universidade de São PauloPh.D. Computer Science, Ph.D. Computer Science at Universidade Estadual de Campinas
Portuguese, English
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (10)
artificial-intelligence6
tensorflow5
deep-learning5
graph5
internet3
topology3
python-interface3
sonnet2
python2
machine-learning1
Programming languages (5)
Github contributions (5)
caiodadauto/pytop
Jul 2019 - Aug 2021
A Python interface to the Boston University Representative Internet Topology Generator (BRITE)
Contributions:4 PRs, 77 pushes, 4 branches in 2 years 1 month
pythonboston-universitypython-interfacetopologyinternet
caiodadauto/ADMMSVM
Jun 2017 - Aug 2020
Contributions:29 commits, 30 pushes, 1 branch in 3 years 2 months
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