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Work Background
Hospital Albert EinsteinInnovation Coordinator (P&D)
May. 2022
Centro Universitário Barão de MauáProfessor
Feb. 2022Ribeirão Preto, São Paulo, Brazil
VittaData Scientist & Tech Lead
Feb. 2021 - Apr. 2022• Developed a model to detect pregnant women based on health procedures with 95% accuracy on validation;
• Presented the results for the health team and the stakeholders and gained their trust about using the model;
• Lead and manage a team of 3 people, working on their personal and professional development;
• Created awareness and recognition for my team’s results, leading to promotions;
• Created and implemented the MLOps protocol for the company (MlFlow, Kedro, Docker).
Kidopi - Soluções em InformáticaDeveloper and researcher
Jul. 2019 - Jan. 2021Ribeirão Preto, São Paulo, Brasil- Implemented a new module in the system to allow text annotation to create a new corpus for natural language processing (PHP, MySql, MongoDB, JavaScript, JQuery, Html, CSS, GIT);
- Developed an API (Flask) in Python to integrate with the new module, allowing automate text annotation (Json);
- Listed and tested classic natural language processing (NLP) algorithms for the evaluation of the new FAQ system to be developed.
WHO SELMA Project (FAEPA – partnership with World Health Organization)Project Manager
Jan. 2018 - Jun. 2019Ribeirão Preto• I manage a team that developed a decision support app for intrapartum care (under WHO evaluation)
• Created and validated models using machine learning to classify risks of negative outcomes for the woman or baby, risk of cesarean delivery and risk of interventions
• Advisement of 4 undergraduate students during scientific initiation • Writing and publishing papers related to the analyzes performed
World Health OrganizationConsultant
Dec. 2015 - Dec. 2015Geneva e Região, SuíçaTemporary Adviser to the World Health Organization (WHO) for BOLD Project. The BOLD (Better Outcomes in Labour Difficulty) project is a research consortium formed by the Gates Foundation, WHO, M4ID, Finland, University of Ibadan, Nigeria, Makarere University, Uganda, and University of Sao Paulo, Brazil for a two year study to develop innovative tools for improving outcomes during childbirth.
WHO BOLD Project (FAEPA – partnership with World Health Organization)Data Manager
Nov. 2013 - Dec. 2017Ribeirão Preto• Developed scripts to orientate data correction in around 10,000 cases, dropping error rate from 52.6% to 1.5%
• Produced a series of data analyses that helped the development of the new WHO Intrapartum care guideline: https://www.who.int/reproductivehealth/publications/intrapartum-care-guidelines/en/
• Produced aggregated results for reporting to WHO technical unit (RHR/MPA), WHO BOLD Project steering committee and the BMGF officers
• Assisted the WHO technical unit in interpreting and analyzing the performance of project collaborators to monitor project implementation in Uganda and Nigeria
PRENACEL ProjectData Analyst and System Developer
Nov. 2013 - Dec. 2016Ribeirão Preto• Developed a web system that delivered 22,296 SMS messages to pregnant women and their partners;
• Ensured the quality of data reported by project collaborators in 4 maternity hospitals, a total of 1,380 cases and 564 variables;
• Wrote and published 2 papers related to the project.
Orion DigitalDeveloper
Nov. 2013 - Mar. 2014
eRADTrainee
Oct. 2012 - Sep. 2013Budapest, HungriaRadiological Systems Test (RIS / HIS);
Maintenance and enhancement of test management tools.
Vortice CRMProgramming Analyst Junior
Feb. 2012 - Oct. 2012Great personal and professional growth.
I learned about development using layers, cooperative and collaborative work.
WQTiDeveloper
Dec. 2011 - Feb. 2012
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