Fabio Oliveira
Data Scientist @CloudWalk, Inc.
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WORK HISTORY
Data Scientist @CloudWalk, Inc.
Train and deploy machine learning models- Apply data analysis to fraud and anomaly detection- Manage team of data scientists and data analysts with multiple projects focused on graphs, representation learning, synthetic data generation, and time series forecasting.
EDUCATION
Universidade Estadual de Campinas
Bachelor’s Degree
ABOUT FABIO OLIVEIRA
Data Scientist in the financial industry, avid student of Data Science and Machine Learning. Engineer with 12 years of experience in the development, testing and certification of complex, highly integrated products for the Aerospace and Automotive industries. Check-out my Data Science and Machine Learning portfolio at fabio-a-oliveira.github.io! You will find such things as- An implementation of semantic search using word embeddings - An app with two innovative applications of neural networks and natural language processing (NLP) to civil aviation regulations - A model based on recurrent neural nets for the automatic generation of music in the style of Bach\'s chorales - A model based on recurrent neural nets for the generation of new text in the style of the US civil aviation regulations - An application of several different regression models for the analysis of the mechanisms of action of drugs based on genetic activity - A movie recommendation system and app with results comparable to those that won the famous Netflix challenge
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