Eric Rodrigues Borba, Ph.D. Email & Phone Number

Berlin, De

Germany

• Led the development of a machine learning model for storage failure prediction, ensuring timely completion and budget adherence.• Managed project deliverables for JGU, collaborating with European partners for 5 data-intensive applications.• Represented JGU as project lead at international meetings, showcasing the machine learning solution.

• Conducted research on stochastic modeling of data storage systems, improving efficiency by addressing performance issues related to failures in a dataset of 1 million SSDs.• Developed a hierarchical modeling approach for storage failure prediction within a recommendation system, reducing performance degradation by up to 36%.• Presented the project at the ISC conference booth and a scientific paper at the ARCS conference.• Applied technical expertise using Python, Pandas… Show more • Conducted research on stochastic modeling of data storage systems, improving efficiency by addressing performance issues related to failures in a dataset of 1 million SSDs.• Developed a hierarchical modeling approach for storage failure prediction within a recommendation system, reducing performance degradation by up to 36%.• Presented the project at the ISC conference booth and a scientific paper at the ARCS conference.• Applied technical expertise using Python, Pandas, Scikit-learn, Seaborn, Numpy, XGBoost, and TensorFlow.• Organized a workshop for knowledge dissemination and training.• Contributed to 3 scientific articles for publication.• Collaborated with companies and research institutes across Europe. Show less

Recife, Pernambuco, Brazil

• Managed 39 stations and monitored up to 25 trains, applying strategic problem-solving to enhance efficiency.• Supervised 5-member train control teams, enforcing safety protocols and demonstrating leadership in risk management.• Utilized interpersonal and conflict resolution skills to maintain smooth operations under pressure, fostering collaboration and meeting project goals.

Recife, Pernambuco, Brazil

• Developed software for performability analysis of smartphones, leading to 23 successful releases.• Led a team of 5 members, applying leadership and communication skills for project success.• Conducted regular meetings to assess project progress and represented the project at international conferences.• Managed project tasks with strong organizational and critical thinking abilities.• Ensured project outcomes, resulting in the publication of 2 scientific articles.

Doctor Of Philosophy - Phd, Computer Science

Master'S Degree, Computer Science

Engineer'S Degree, Computer Engineering