Curriculum Vitae

Head of Data & Analytics

Company: Zoop [11/2022-Present]

• Datalake expansion,
• Built Data Products,
• Data Contracts, Data Quality

Senior Vice President of Data Science and Analytics

Company: Captalys [08/2020-10-2022]

• Structured the areas and set up the Analytics, BI, Data Science, Portfolio Monitoring and Data Engineering teams,
• Led the transformation of the company into an AI-Ready company,
• Implemented: the Data Lake, the Machine Learning model deployment environment, GraphQL to unify the API queries and the models documentation,
• Designed systems focused on scale, reproducibility and automation,
• Our teams provide world-class products.

Lead Data Scientist

Company: NTT DATA [08/2019-07/2020]

• Planned and executed large data science projects,
• Organized the career development of the Data Scientists at the company,
• Participated in management meetings to help establish data roadmap and strategies,
• Built a great team by both recruiting great talent and helping them grow,
• Implemented DataPrivacyOps with Federated Learning, Differential Privacy and Multi-party Computation.

Data Scientist

Company: NTT DATA [08/2017-08/2019]

• Coordinated NTT DATA Machine Learning Community Americas,
• Led the Data Science team on publishing research papers,
• Spread AI culture and helped attracting more talent to the company,
• Supervised Neural Networks architecture framework implementation,
• GAN architectures for data augmentation,
• Automatic documents classification with ELMO + BI-LSTM + CNN + CRF,
• Developed a hybrid model for Automated Offline Handwritten Signature Verification on checkbooks using Convolutional Networks,
• Stock price estimation using LSTM + Attention,
• Object Detection, Recognition and Segmentation,
• Face Recognition, Alignment and De-identification,
• Developed a pedestrian tracking surveillance on Raspberry Pi 3,
• Developed a Retrieval-based banking chatbot on Facebook Messenger with Tensorflow.

Statistical Analyst

Company: Fundação Getúlio Vargas [01/2014-12/2015]

• Created the sentiment analysis model for political debate in social media,
• Developed a spam filtering machine learning model applied to text data and Twitter account attributes,
• Co implemented social network graphs framework, which illustrated major national and international newspapers, covers such as the Financial Times,
• Co implemented a Bayesian spatial model using Twitter data applied on calculating ideological ideal points for legislative actors in Brazil.