Leylane Ferreira
Cientista De Dados at Compass UOL
Pernambuco, Brazil
Summary
👤
Senior🎓
Top SchoolLeylane Ferreira is a data scientist and researcher with 11 years of professional experience and five years focused specifically on data analysis and machine learning, currently working at Compass UOL and pursuing a PhD in Computer Science at UFPE. She combines practical skills in Python, SQL, PySpark, BigQuery and deep learning frameworks (TensorFlow, Keras) with a research background in resource allocation and optimization for data centers, applied now to distributed training and Deep Federated Learning. As a former university instructor she has hands-on experience teaching Big Data, ML and databases, mentoring student projects and translating complex concepts into practical solutions. Her work spans from production-ready ETL and visualization to metaheuristic optimization and distributed model training, and she is actively expanding expertise in Transformers, LLMs and cloud tooling. Notably, her academic and industrial work converges on optimizing compute allocation for large-scale model training, bridging theoretical research with applied engineering.
11 years of coding experience
Bacharelado em Sistemas de Informação, Bacharelado em Sistemas de Informação at Universidade de PernambucoDoutorado, Computer Science, Doutorado, Computer Science at Universidade Federal de PernambucoGithub contributions (5)
leylaneferreira/leylaneferreira
Feb 2024 - May 2024
Contributions:13 pushes, 1 branch in 2 months
leylaneferreira/Big-data-lectures
Jan 2024 - Jul 2024
Contributions:2 pushes, 1 branch in 6 months
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.