Felipe Lana Machado
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Detail
Data Scientist
Minas Gerais, Brazil
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work
Full-time jobs
Starting at
USD100k/year
Résumé
Jobs
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- IDATA SCIENTISTILLUVIUMMar 2022 - Jul 2022 (5 months)Developed the ranking model to improve game balance in survival mode, which is a complete pipeline that brings, as a result, the amount of skills and stats for each illuvial.
●Developed the probability model for generating Lands by tier that helped in the sale of lands that was a success for the company (72 million in three days).
●Developed the pricing model for Illuvitars (NFTs) that will set the price per tier in the sale of the boxes that will contain the random NFTs. 
DATA SCIENTISTOlistJun 2021 - Mar 2022 (10 months)Developed the product detraction risk model, using decision trees, risk management, and establishment of cut-o points.
●Managed the reputation team encompassing three models (detraction, cancellation, and delay). Three scientists, a data engineer, and a machine learning engineer were on the team.
●Developed the segmented stores model using unsupervised learning to cluster products in dierent stores by reputation.- ANALYST OF PEOPLE ANALYTICSNumeradeJan 2021 - Jun 2021 (6 months)Worked with speech-to-text transcriptions to bring value from turnover interviews using AWS and Google speech-to-text tools.
●Worked with natural language processing (NLP) to extract insights from text.
●Performed an exploratory and explanatory analysis for a quality project on an international company. - ADATA SCIENTISTAI ROBOTSJul 2020 - Apr 2021 (10 months)Performed a deep EDA on the robot's log data, aiming to determine how could accomplish predictive maintenance using this data.
●Developed the anomaly detection model to determine points of discrepancy in robot logs.
●Used several Azure Auto-ML techniques to perform maintenance risk factor analysis on robots' data. - MDATA SCIENTISTMACHADO's Law FirmAug 2018 - Nov 2020 (2 years 4 months)Gathered business requirements, mapped the processes, and developed the entire company's analysis area from end to end.
●Transformed on-premises relational (OLTP) databases into analytic (OLAP) databases by building data warehouses, cubes, and data lakes on Azure. - IFULL STACKDEVELOPERIPM SYSTEMSAug 2017 - Jul 2018 (1 year)Development of quality codes using TDD (Test Driven Development), and object-oriented programming (OOP) for systems used in city halls.
●Creation and modeling of data using SQL and the PostgreSQL database. - ENGINEER, DATA ENGINEERUdacity
Education
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- ESOFTWARE ENGINEER,Escritório Modelo UDESCJan 2016 - Dec 2019 (4 years)
- MACHINE LEARNING ENGINEER,Udacity
- MLOPSUdacity