Lead data scientist with expertise in developing digital products focused on fraud prevention, identity verification, and compliance for the insurance market, digital banks, gaming, and microcredit startups. Successfully delivered value and developed teams of 4 to 8 data scientists and data analysts. Also, Analytics specialist reporting directly to the CFO in a major health insurance company, responsible for consolidating, segmenting, and modeling data focused on medical accounts.
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Lead Data ScientistSerasa Experian Jul 2024 - PresentSão Paulo, BrazilWorking in Datalab as data science leader building products focused in healthcare and auto insurance. -
Lead Data ScientistLexisnexis Risk Solutions Mar 2022 - Jun 2024Greater São Paulo AreaKey Responsabilities:• Leadership in analytical development for Fraud Score, Identity Verification, and compliance products (Identification of politically exposed persons and their associates).• Development of new features, enhancements to existing features, and acting as a focal point with partner teams (IT and Products) to ensure the quality of defined concepts in the production environment.• Responsible for monitoring monthly data received from vendors based on contract rules through automated reports.• Participation in corporate activities such as involvement in action plans for improving the work environment, recruitment, diversity & inclusion, social programs, and informal events aimed at fostering a positive work atmosphere. -
Coordenador De Inteligência AnalíticaPorto Seguro Jul 2021 - Feb 2022Key Responsabilities:• Responsible for centralizing data within the health vertical, including data from occupational, dental, and health products; utilizing GCP and AWS platforms.• Leadership in creating and maintaining dashboards with managerial information and analytical studies involving medical account data that adds value to the health vertical.• Modeling for the creation and maintenance of statistical models for the business, including forecasting high-cost patients, scoring health providers focused on outliers and anomalies in medical accounts, and detecting chronic patients for internal capture and follow-up.• Experience in managing data science (2 resources) and indicators teams (6 resources), with direct contact with leaders from partner areas and executive management. -
Senior Data ScientistGrupo Notredame Intermédica May 2020 - Jul 2021São Paulo, BrazilKey Responsibilities:• Responsible for transferring knowledge from an analytics consultancy to the internal team, including data manipulation, statistical models, and managerial reports. • Identification of opportunities focusing on cost reduction and prevention of abuse in medical accounts of healthcare providers, including hospitals, clinics, laboratories, and the proprietary network. • Statistical modeling using machine learning methods to identify high-cost beneficiaries or those with a high probability of hospitalization. • Direct engagement with leaders of peer areas, identifying opportunities, and executing projects through data, bringing tangible gains to the company. -
Data Scientist - Statistical ModelerLexisnexis Risk Solutions Jun 2019 - May 2020São Paulo Area, Brazil- Generation of specification documents for models, attributes and segmentation for IT automation;- Experience in severity/frequency modeling for theft and total loss in the auto insurance industry;- Direct contact with customers and autonomy to carry out activities, aligning expectations and communicating results to headquarters in Atlanta-GA USA. -
Data Scientist - Associate Statistical ModelerLexisnexis Risk Solutions Jun 2017 - May 2019São Paulo Area, BrazilStatistical studies with healthcare data using the TISS/TUSS standard providing ad-hoc analysis for clients (large operators in the health sector);• Building management reports involving exams, therapies (SADT), emergency room, hospitalizations, generating relavant financial impact;• Segmentation of Health Claims, generation of attributes, and modeling to detect outliers in medical claims in order to identify possible abuse, fraud or waste in the management of healthcare providers (labs, offices and hospitals); -
Analytics InternTribunal De Justiça Do Ceará Apr 2016 - Feb 2017Fortaleza, Ceará, BrazilProduction of statistical bulletin and technical notes involving the report "justice in numbers" of the National Council of Justice. Monitoring, calculation and monthly conference of goals of the judiciary. Elaboration of studies of a technical nature, such as: distribution of work force in the judiciary of the state of Ceará (2016), evaluation of the impact of judicial centers for conflict resolution and citizenship. -
Statistical Modeler InternLexisnexis Jun 2015 - Aug 2015Georgia, AlpharrettaWorked as a statistical Modeler Intern developing a tool to produce gains charts based on auto insurance scores, Programming in R, SAS, and Pentaho data integration tool.
Renato Gil Araujo De Morais Skills
Renato Gil Araujo De Morais Education Details
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Statistics
Frequently Asked Questions about Renato Gil Araujo De Morais
What company does Renato Gil Araujo De Morais work for?
Renato Gil Araujo De Morais works for Serasa Experian
What is Renato Gil Araujo De Morais's role at the current company?
Renato Gil Araujo De Morais's current role is Data Science Lead.
What schools did Renato Gil Araujo De Morais attend?
Renato Gil Araujo De Morais attended Universidade De São Paulo, Universidade Federal Do Ceará, Michigan State University.
What are some of Renato Gil Araujo De Morais's interests?
Renato Gil Araujo De Morais has interest in Mathematics, Regression Analysis, R Programming, Statistics Software, Probability Theory.
What skills is Renato Gil Araujo De Morais known for?
Renato Gil Araujo De Morais has skills like Statistical Modeling, R, Sas, Probability Theory, Regression Analysis, Statistics, Sampling, Statistical Software, Data Analysis, Sql, Microsoft Excel, Health Care Fraud.
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