About Beatriz
English
Native or bilingual
French
Fluent
Portuguese
Native or bilingual
Experience
- MCKINSEY & COMPANYJunior Data Scientist, Data Scientist, Senior Data ScientistJanuary 2021 - January 2025 (4 years)São Paulo, State of São Paulo, Brazil• ● Built a demand forecast model to assist purchase decisions for one of the biggest Brazilian shoe companies.• ● Led a team of 4+ people with data engineers, software engineers, and data scientists in developing a commodity price prediction tool to be used as a SaaS for McKinsey clients.• ● Established a supply chain optimization model for a multinational commodity company with over 100 assets managed in Latin America and assisted in integrating the model with a web application, collaborating extensively with software engineers, data engineers, designers, and business analysts. The model was used in S&OP and S&OE planning, increasing the company's competitiveness and agility in responding to uncertain economic scenarios.• ● Developed a fleet optimization model and pricing model for a rental car company applied in over 200 stores in Brazil, helping the company increase total revenue.• ● At QuantumBlack, given the experience I had across different industries, I was able to familiarize myself with multiple industries and advanced analytics techniques, improving not only my technical knowledge but business knowledge as well.
- NUBANKData Scientist Intern, Data ScientistJanuary 2019 - January 2021 (2 years)São Paulo, State of São Paulo, Brazil• ● Acted as an MLE for 6 months during my internship, assisting the team in developing a model monitoring tool and integrating deep learning models into the company's deployment infrastructure.• ● Improved the company's chat classification model by over 10 features with real-time information, enhancing overall customer service and satisfaction.• ● Analyzed multiple A/B tests to analyze customer response to different app features.• ● Engineered a new phone call classification model leveraging forecasting techniques, routing customers to the appropriate support area and optimizing the customer experience.company.• ● Integrated 2 new models in the company's infrastructure, working closely with the data engineering and software engineering team
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Education
- Masters in Data Science and Business AnalyticsESSEC BUSINESS SCHOOLMasters in Data Science and Business Analytics
- Bachelor in Electrical EngineeringUNIVERSITY OF SÃO PAULO2021Bachelor in Electrical Engineering