Head of AI/ML

• May 2022 - Present

My team works in the development of cutting-edge NLP-based tools for automatic translation in the advertisement industry. My team works in the development of cutting-edge NLP-based tools for automatic translation in the advertisement industry.

Scientific Researcher at Traslational Bioinformatics Unit - HNRG

• Nov 2019 - Jul 2022

Responsibilities: lead the translational bioinformatic group, being responsible for research and development teams. Generate robust pipelines for NGS data processing in both, diagnosis and research context. Integrate the state of the art data mining models for guiding and supporting NGS based diagnosis. Develop custom data science models for variant effect prediction and interpretation in NGS based diagnosis. Evangelize medical teams for advantages of translational bioinformatics in the precision medicine era. Work in a multidisciplinary environment, close to medical, geneticists, bioinformaticians and biochemical professionals. I am currently focused on the development innovative tools for mining and interpreting scRNA-seq datasets. Show less

Research Collaborator

• Jul 2021 - Apr 2022

I developed cutting-edge scRNA-seq tools to support the análisis of cell types in heterogeneous tumor samples. I developed cutting-edge scRNA-seq tools to support the análisis of cell types in heterogeneous tumor samples.

Graduate Teaching Assistant - Mathematics

• Apr 2006 - Mar 2019

I work as graduate teaching assistant (but responsible in practice) in Mathematical Analysis for economics students.

PHD - Physics

• Jun 2010 - Dec 2014

Teaching Assistant -Physics

• Apr 2009 - Apr 2011

Data Scientist Consultant

• Nov 2018 - Dec 2018

Short term project. I won a grant from CAF as principal researcher to develop a machine learning model for detecting unregistered employment. Beneficiary: Ministerio de Producción y Trabajo; Observatorio de Empleo y Dinámica Empresarial (Ministry of Production and Work). Product: machine learning scoring model for unregistered employment detection. Project term: 7 weeks. Additional deliverables: full documentation and machine learning training course for involved economists. References: Lic. Moira Ohaco, M.V Castillo Videla, M.L Bernell, principal economist CAF. Show less

Postdoctoral Research Fellow

• Jul 2017 - Oct 2018

I worked on the development of NGS-based bioinformatic pipelines for viral and human data from clinical assays. My work focused on assisting clinicians and and researchers to conduct proper bioinformatics practices in both diagnosis and research projects. I worked on the development of NGS-based bioinformatic pipelines for viral and human data from clinical assays. My work focused on assisting clinicians and and researchers to conduct proper bioinformatics practices in both diagnosis and research projects.

Data Science Group Leader

• Feb 2017 - Jul 2017

Responsibilities: Manage a multidisciplinary data science team. Plane and execute businessfocused use-cases research projects for bank and telecomunication industries. Managingdeadlines and setting clear team goals. Creating an inspiring team environment with an opencommunication culture.

Sr Data Scientist

• Apr 2015 - Jul 2017

Business focused usecase research for Telco and Banks. Quantitative analysis, modeling, validation and implementation. Graph based approaches, statistical analysis and inference. Machine learning based predictions.Expertise on Credit Risk, income and demographic inferences. Campaign design and measurement.