Éderson De Souza
Senior Data Scientist
Paraná, Brazil
Summary
👤
Senior🎓
Top SchoolÉderson De Souza is a Senior Data Scientist with seven years of experience applying machine learning and computer vision to drive product and operational improvements, most recently building insurance underwriting and credit risk models at Nubank. He blends hands-on engineering in Python and Scala with production-focused MLOps—using tools like Databricks, Kubeflow, Airflow, DVC and MLflow—to deliver reusable frameworks adopted across regional teams. His background in real-time production line inspection systems (Yolov5, Detectron2, OpenCV) gives him a practical edge in deploying robust vision pipelines that scale to thousands of items per hour. Comfortable presenting technical results to senior stakeholders, he pairs domain fluency in finance and insurance with applied ML skills in forecasting, anomaly detection, NLP and deep learning. A former finance expert and bank teller, he brings rare operational and regulatory insight into data-driven risk solutions.
7 years of coding experience
6 years of employment as a software developer
Master of Business Administration - MBA Economia e Gestão Empresarial, Master of Business Administration - MBA Economia e Gestão Empresarial at Unipar - Universidade ParanaenseNanodegree Machine Learning DevOps Engineer, Nanodegree Machine Learning DevOps Engineer at UdacityBacharelado em Administração Administração de Empresas, Bacharelado em Administração Administração de Empresas at Faculdade Sul Brasil - Fasul
English, Portuguese
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (15)
categorical10
post-hoc8
sklearn8
anova8
auc7
scrapy6
pairwise5
loss5
statistics5
roc4
scraper4
scikit4
python4
javascript3
targets3
Programming languages (2)
Github contributions (5)
ederson-souza/CTU-MALWARE-CAPTURE-BOTNET-42
Dec 2019 - Apr 2020
Contributions:9 commits, 6 pushes in 3 months
edinhoadm/udacity-mlops3
Dec 2021 - Jan 2022
Contributions:66 pushes, 1 branch in 1 month
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.