Experience

Maven Clinic
• United States
• Hospitals and Health Care
• 400 - 500 Employee
• Software Engineer

  • Sep 2021 - Present


Innovations for Poverty Action

• United States
• Research Services
• 700 & Above Employee

• Global Data Scientist

  • Jul 2020 - Aug 2021

  - Working on a solution that extracts features from satellite imagery to improve the predictive power of IPA’s Poverty Probability Index (PPI). Replicating the deep learning approach by Yeh et al. (2020) and Jean et al. (2016), and combining it with IPA's Kshirsagar et. al (2017) technique. Implementations using python TensorFlow. - Developed a system to analyze IPA’s survey audio recordings and identify low-quality responses, as a way to target more expensive quality control procedures. Implementations using python, Mozilla Deepspeech and Azure Cognitive Services. - Built software and data science tools to improve data quality control procedures across all IPA’s research projects, such as a detector of personally identifiable information in datasets and a facial validation tool. Implementations using python flask. Show less



ConsiliumBots

• United States
• Primary and Secondary Education
• 1 - 100 Employee

• Data Science Intern

  • Jul 2019 - Sep 2019

  - Designed and developed a software recommendation system which used machine learning to guide students on educational decisions, giving personalized recommendations of career paths. Implementations using python Scikit-learn. - Implemented an extensible software design so as to deploy the system in Colombia, Chile and Dominican Republic. Implementations using python flask. - Designed and developed a software recommendation system which used machine learning to guide students on educational decisions, giving personalized recommendations of career paths. Implementations using python Scikit-learn. - Implemented an extensible software design so as to deploy the system in Colombia, Chile and Dominican Republic. Implementations using python flask.



TECHO-Chile

• Civic and Social Organizations
• 100 - 200 Employee

• Director Of Information Technology

  • Aug 2017 - Jul 2018

  - Led a 3-engineers team responsible for a modernizing agenda in the NGO leveraging use of technology.- Managed and developed software projects to optimize processes and speed up TECHO’s workflows. For example, through python scripting using decision trees, we replaced laborious approval for social services eligibility, analyzed resulting data to determine reasons for non-eligibility, and informed families, social workers and policy makers.

• Coordinator Of Volunteers

  • Jul 2016 - Jul 2017



Pontificia Universidad Católica de Chile

• Higher Education
• 700 & Above Employee

• Research Assistant

  • Apr 2016 - Apr 2018

  - Developed mathematical models, data analysis and visualizations in various research studies. Implementations in Java and R. - Coauthor of: 'Eliciting expert judgements to estimate risk and protective factors for Piscirickettsiosis in Chilean salmon farming', published at the 'Aquaculture Journal' [(2019) 507:402-410] - Coauthor of 'Accounting for Uncertainty in Value Judgments when Applying Multi-Attribute Value Theory', published at the 'Environmental Modeling and Assessment' journal [(2018) 23(1): 87-97] Show less



Falabella Financiero

• Chile
• Financial Services
• 700 & Above Employee

• Information Technology Consulting Intern

  • Jan 2016 - Mar 2016

  - Explored fintech opportunities in Silicon Valley. Detected latest technological trends and developed market study of Personal Financial Management (PFM) tools. - Explored fintech opportunities in Silicon Valley. Detected latest technological trends and developed market study of Personal Financial Management (PFM) tools.



Pontificia Unive

• Project Manager and Xamarin Developer in mobile and web app project

  • Aug 2015 - Dec 2015

  - Led a team of 8 developers in Android, iOS and web ecommerce app for XDSDev company - Led a team of 8 developers in Android, iOS and web ecommerce app for XDSDev company


Dirección de Aseo, Municipalidad de Santiago, Chile
• Workman internship as garbage collector

  • Dec 2012 - Jan 2013