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Work Background
Radix BrasilSenior Data Scientist
Apr. 2024• Responsible for structuring and creating predictive models associated with equipment failure prediction, qualitative and quantitative impact and budget impact for the Energy Business Unit,using machine learning algorithms and data science techniques.
• Development of REST APIs using Flask to connect application’s backend to Data ETL processing and Machine Learning Models.
• Containerising applications using Docker. Tools: Python, SQL, PostgresSQL, Visual Studio Code, LLMs, Microsoft Azure, Docker, Flask
Dengo ChocolatesData Scientist
Nov. 2022 - Apr. 2024Rio de Janeiro, Rio de Janeiro, Brazil• Responsible for structuring and creating predictive sales models, customer segmentation, churn propensity analysis, among others, using machine learning algorithms and data science techniques.
• Responsible for conducting sales and marketing campaign analyses, validating business models by analyzing the impact of campaigns on sales.
• Implementation of Language Model (LLM) in CRM data to enhance customer insights and communication optimization.
• Creation of dashboards in Power BI for presenting analyses and models to the business team and decision-makers.
• Participation in the structuring, documentation, and implementation of the company's Data Governance, focusing on ensuring compliance with LGPD (General Data Protection Law) and on creating information access points.
• Assistance in structuring the company's Data Lake.
• Participation in innovation forums within the company, aiming to bring the best available tools in Machine Learning and Artificial Intelligence to assist in the company's decision-making process.
Comunidade DSData Scientist
Apr. 2022 - Apr. 2024São Paulo, Brazil• Creation of interactive maps using Python language over a housing public dataset in order to find opportunities to invest in properties under the region's average market value. Tools: Python, Git, GitHub, Visual Studio Code (VS Code)
NuclepMechanical Engineering Technologist
Nov. 2011 - Nov. 2022Rio de Janeiro Area, Brazil• Analysis of project data and survey of materials for budgeting of new projects;
• Responsible for generating automated production progress reports and dashboards using data products such as Microsoft Excel, Visual Basic for Applications (VBA) and Power BI;
• Feasibility study of new projects through analysis of material demand data, stock supply, HH and HM available in the factory yard;
• Projects of Pressure Vessels and Heat Exchangers according to ASME Sec.VIII (Div I & II) and TEMA codes.
ChemtechMechanical Engineering Draftsperson
Jul. 2009 - Nov. 2011Rio de Janeiro e Região, Brasil• Development of an automated guide for selecting the specification of joints between pipes of different materials, correlating pressure class, thickness and material category using Excel and VBA;
• Design the routing of pipes and their components in a 3D environment (PDMS) for the generation of industrial plants and manufacturing drawings;
• Analyze the interface between piping projects, structures and equipment, identifying, reporting and correcting conflicts.
ChemtechTrainee
Jan. 2009 - Jun. 2009Rio de Janeiro Area, Brazil
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