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Work Background
Procter & GambleSenior Data Scientist
May. 2022Panama City, Panamá, PanamaResponsible for end-to-end analytic leadership of Data Science projects including algorithm performance and effectiveness. Also responsible for building advanced analytic (ML/AI/Optimization) algorithms within a Data Science program and working with Business Partners and Friends of Data Science to insert algorithms into business processes and activate them directly with the business.
Procter & GambleData Scientist
Sep. 2019 - May. 2022Panama City, Panamá, PanamaResponsible for building advanced analytic (ML/AI/Optimization) algorithms within a Data Science program and working with Business Partners and Friends of Data Science to insert algorithms into business processes and activate them directly with the business.
Universidade Federal FluminensePostdoctoral Researcher
Aug. 2018 - May. 2019Rio de Janeiro Area, BrazilResearch Proposal: Computational modeling and simulation of epidemic infectious diseases - Conducted independent research and development to attain short and long-term objectives.
- Wrote and published peer-reviewed articles concerning findings and highlighted possible applications for findings.
- Contributed to and actively participated in research conception, design and execution to address defined problems.
- Collaborated with multidisciplinary team members to accomplish the research goals of the project.
- Leveraged interpersonal and communication skills to mentor Ph.D., graduate, and undergraduate students.
Dell EMCScientific Researcher
Feb. 2014 - Aug. 2015Rio de Janeiro Area, BrazilResearch Project: Visualization and Analysis for Seismic Interpretation - Automatically identifying possible faults in large seismic datasets.
- An exemplary method comprises obtaining the seismic data; calculating a coherence cube of the seismic data; performing the following steps for a plurality of two-dimensional seismic sections of the coherence cube: (i) applying a threshold to the coherence cube to obtain a binary image representation comprising continuities; (ii) identifying edges of continuity areas in the binary image representation to identify changes in the continuities as fault point candidates; (iii) identifying fault points in the obtained seismic data based on a fault confidence value indicating a likelihood that a given point is part of a fault; (iv) creating one or more fault segments from the identified fault points; and (v) joining fault segments into fault lines using geological and/or geometrical constraints; and generating three-dimensional fault surfaces from the fault lines in the plurality of two-dimensional seismic sections
- The exemplary automatic fault detection method can be parallelized.
Universidad Agraria de La Habana (UNAH)¨Fructuoso Rodríguez Pérez¨Assistant Professor
Sep. 2011 - Aug. 2012San José de las Lajas, Mayabeque, CubaDisciplines:
- Linear Algebra
- Numerical Methods Objectives:
- Used a variety of learning modalities and support materials to facilitate the learning process and accentuate presentations.
- Collaborated with colleagues on curriculum revision, evaluation of course syllabi and lesson plans for Linear Algebra and Numerical Methods curriculum.
- Helped struggling students by providing support outside of classrooms and consistently checking in on progress.
- Mentored students and communicated internship and employment opportunities.
- Contributed to campus activities to promote a positive university image.
Universidad de las Ciencias InformáticasHead of the Bioinformatic R&D Group
Sep. 2004 - Aug. 2010Havana, CubaAs a Head of the Bioinformatics Research Group, I organized the work of more than 30 professionals from different areas as Biochemistry, Biology, Mathematics, Computer Science, and Information Technologies; and 200+ students between 3er and 5th of the Information Science Engineers course. The work was organized into 9 Research & Developed projects that tried to solve problems for the Research Centers of the Scientific Pole of the West of Havana, Cuba. Some of the main projects were: - BioSyS: Biologic System Simulator
- J-IMMSIM: Immune System Simulator
- Grato: Computer-Aided Drug Design Framework
- LIMS: Laboratory Information Management System for the CIGB, Cuba.
- T-arenal: Platform of Distributed Tasks
- BioNova: Bioinformatic Linux Distribution
- Farmaco-kinetic web App Additionally I organizes: - Scientific seminars and conferences
- Advanced and postgraduate courses
- Coordinate the program of Master in Bioinformatics, which took place in two editions 2005-2007 and 2008-2010.
- Guarantee the quality of the complete flow of software development, from the definition of the requirements to the quality tests of the software, its implementation, and its future maintenance and improvement. Main results:
- The Bioinformatics Research Group was the best research group of the University in 2007, 2008 and 2009
- The Software BioSyS and T-arenal were registered in the Cuban Office of Intellectual Property
- The algorithms and software developed by the group were used by the Research Centers of the Scientific Pole of the West of Havana to conduct its investigations.
Universidad de las Ciencias InformáticasAcademic Advisor
Sep. 2004 - Aug. 2010Master Degree Dissertations: 1. Yudelkis Abad: "Software para la estimacion de parametros y analisis de sensibilidad en SED". 2010
2. Yunet Gonzalez Mulet. "Metodología para el análisis de estabilidad de Sistema de Ecuaciones Diferenciales n-dimensionales". 2010 Engineering Degree: 1. Indira Rodriguez: "Implementacion del GROMACS en ambiente distribuido. 2011.
2. Katia Manchon: BioG : desarrollo de un módulo de simulación de sistemas dinámicos. 2009.
3. Yanet Fajardo. BioSyS : análisis de series temporales mediante técnicas de clustering. 2009.
4. Jorge Diaz. BioSyS: adición de nuevos métodos de simulación y utilización e integración del asistente matemático Octave, 2009
5. Yilian Rodriguez. BioSyS: Implementación del Módulo de Análisis.. 2008.
6. Adriel Acosta. Simulador del Sistema Inmune J-ImmSim, 2008
7. Alfredo Martinez. BioSyS: Módulo de Modelación Gráfica de Sistemas Biológicos, 2008
8. Mabel Navarro. BioSyS: Implementación del Módulo de Simulación. 2008
9. Niurka Martinez Duran. Portal Web de Servicios Bioinformáticos, 2008
10. Roberto Maldonado. Estimación de Parámetros en SED, 2008
11. Diana del Fresno. Aplicación Web para Estudios Farmacocinéticos, 2007
12. Yeniley Matos. Simulador para el Sistema Inmune. 2007
13. Mabelis Padron. Distribución de Linux específica para Bioinformática. 2007
14. Yunet Gonzalez. Módulo de Simulación y Análisis para BioSyS, 2007
15. Ileana Centelles. Editor de Ecuaciones Diferenciales para BioSyS, 2007
16. Anthony Sotolongo. Herramienta para la Modelación de Sistemas Biológicos. 2006
17. Celia Garcés. Sistema automatizado para el control de la calidad en el laboratorio clínico. 2005
18. Yaima Fiallo. Sistema Automatizado para el Registro Cubano de Discapacitados. 2005
19. Danay Rodriguez. Sistema para el Registro Cubano de Malformaciones Congénitas. 2005
20. Karel Osorio. Plataforma para el Desarrollo de la Biología de Sistemas, 2004
Universidad de las Ciencias InformáticasProject Manager: BioSyS (Biological System Simulator)
Sep. 2003 - Aug. 2010Havana, Cuba- Developed and initiated projects, managed costs, and monitored performance.
- Adhered to industry practices, company standards, and safety protocols in work.
- Completed assignments ahead of the deadline.
- Assisted in level-loading project capacity and made proactive decisions around process improvements to the development cycle.
- Modeled management and organizational skills and multi-tasked and prioritized in a deadline-driven environment.
- Developed project timelines for product lines from kickoff through production and online content development based on marketplace requirements.
- Verified quality of deliverables and conformance to specifications before submitting to clients.
- Tracked project and team member performance closely to quickly intervene in mistakes or delays.
- Recruited and oversaw personnel to achieve performance and quality targets.
- Built successful project plans covering objectives, resources, and staffing to meet schedules.
- Scheduled and facilitated meetings between project stakeholders to discuss deliverables, schedules and conflicts.
Universidad de las Ciencias InformáticasAssistant Professor
Sep. 2002 - Jan. 2010Havana, CubaDisciplines:
- Linear Algebra
- Discrete Mathematics
- Mathematical Models in Biology
- Introduction to Bioinformatics
- Probabilities and Statistics
- Numerical Methods
- GNU/Linux Objectives: - Used a variety of learning modalities and support materials to facilitate the learning process and accentuate presentations.
- Took attendance, graded assignments, and maintained student records to assist teachers with administrative tasks and maintain smooth daily operations.
- Collaborated with colleagues on curriculum revision, evaluation of course syllabi, and lesson plans.
- Helped struggling students by providing support outside of classrooms and consistently checking in on progress.
- Proctored exams and provided remediation for learning improvement goals.
- Created materials and exercises to illustrate the application of course concepts.
- Facilitated academic and community collaborations to increase the number of community-engaged research proposal submissions to extramural funders.
- Mentored students and communicated internship and employment opportunities.
- Contributed to campus activities to promote a positive university image.
- Evaluated and supervised student activities and performance levels to provide reports on academic progress.
- Applied innovative teaching methods to encourage student learning objectives.
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