Professional Profile
With an international and solid scientific background given by a Genomics BSc and a PhD in Human Developmental Genetics at Pasteur Institute, I am passionate about the implementation of Data Science and its innovative effect in different sectors, specially in Life Sciences & Health industry.
Work Experience
Consultant Data Scientist
Altran, Dec 2017 - Present
I've participaded in different projects:
- Data Lab:Data analysis, data migration, data gouverance in a big data distributed context
- Data Science: Data challenge: Implementation of ML/DL for biomedical images classification (prediction different tissues/seizure types)
- Data Management: International project CRM immplantation, definition & implementation of data modelisation, migration strategy, quality & governance
- Languages & tools: Python, Spark, R, Hadoop, Hive...
Data Scientist
SQLi, May 2016 - 2017
Identification of use case business scenarios in a Data Science context
Acquisition, treatment and integration of data, visualization & reporting
Data analysis using statistical methods, ML & data mining
- Analysis and prediction of customers profiles, gathering and intersection with external data
- Treatment, analysis & data modelisation to understand and predict customer flux in sales points
- Recommendation system and ranking to identify specialized profiles adapted to RH needs
PhD researcher
Institut Pasteur, April 2011 - 2015
Deciphering the molecular mechanisms involved in sex determination.
- Bioinformatic and experimental characterization of >5 human gene mutations linked with disease
- Planning & piloting scientific project, implementation of bioinformatics (omics data analysis ML) strategies
- Management: supervision of 3 master students and international collaborations
- Research grants obtained: DIM STEM Pole 2011-2014, LabEx Revive 2014-2015
- Published in high impact journals (Nature Struct.Mol.Biol, Hum. Mol. Gen,...) and international scientific talks
Education
PhD, Human Genetics
2015, UPMC- Institut Pasteur
Deciphering the molecular mechanisms involved in sex determination
Master 2
2010, Centre Recherce Interdisciplinaire, Universite Paris Descartes
During this experience I developed my multidisciplinary skills by working within teams with both experimental & bioinformatic approaches to study life sciences in special ageing.
BSc Genomic Sciences
2009, Center for Genomic Sciences, National Autonomous University of Mexico
I worked with the genomic sequence of a secondary metabolism producer bacteria
Certificates
Ongoing - Udemy, Coursera