About

I am a Ph.D. student at Télécom ParisTech - Université Paris-Saclay in the Data, Intelligence and Graphs Team, under the supervision of Talel Abdessalem and Albert Bifet.

I am the maintainer of scikit-multiflow.

Research

My research interests are in the field of Machine Learning with application on Big Data, including but not limited to:

  • Stream Data Mining
  • Risk Prediction
  • Data Imbalance

Academia

Bachelor’s Degree from Puebla Institute of Technology (Mexico). Research Intern at the Centre for Intelligent Machines in McGill University (Canada). Research Assistant at the National Institute of Astrophysics, Optics and Electronics (Mexico). Master’s Degree in Computer Science from the Tokyo Institute of Technology (Japan), as fellow of the Monbukagakusho Scholarship (Embassy Recommendation) from the Japanese Ministry of Education, Culture, Sports, Science and Technology. Research Assistant at the Global Edge Institute (Japan). Lecturer at the University of Queretaro (Mexico) in the Computer Science Department.

Industry

Tech Lead at General Electric Aviation developing on-board software for Aircraft and Engine’s Prognostics; working in the development of GE’s Brilliant Machines, part of the IoT and GE’s approach to Industrial Big Data.

Timeline

2016/07

Data Science Fellow @ Paris Summer Innovation Fellowship, ‘Optimizing restaurant health inspections through advanced analytics’.



2015/10 -

PhD Student @ Télécom ParisTech (Université Paris-Saclay).



2015/10 -

PhD Scholarship Fellow, Mexican National Council of Science and Technology (CONACYT).



2014/08 - 2015/10

Project Engineer Leader (Tech Lead) @ GE Aviation - Vehicle Health and Data Management.



2012/07 - 2014/07

Lead Engineer @ GE Aviation - Vehicle Health and Data Management.



2010/09 - 2012/09

SW Engineer @ GE Aviation - Prognostics and Health Management.



2009/04 - 2010/03

Research Assistant @ Tokyo Institute of Technology - Global Edge Institute.



2008/04 - 2010/03

Master’s degree on Computer Science @ Tokyo Institute of Technology.



2007/04 - 2010/03

Monbukagakusho Scholarship Fellow - Embassy recommendation.



2005/06 - 2007/03

Research Assistant on Digital Image Processing @ National Institute of Astrophysics, Optics and Electronics.



2004/09 - 2005/01

Research Intern on Digital Image Processing @ McGill University - Centre for Intelligent Machines.



2000/09 - 2005/04

Bachelor degree on Electrical Engineering @ Puebla Institute of Technology.