Marcelo Soares Email & Phone Number

Rio De Janeiro, RJ, BR

Rio De Janeiro, Rio De Janeiro, Brasil

- Responsible for the data & machine learning platform at Shape.- Management of the data engineers, data scientists and machine learning engineer teams.

Rio De Janeiro, Brasil

- Lead and develop the Machine Learning Engineers team at Shape.- Design and orchestration of broader changes on Shape end-to-end architecture for scalability.- Design and evolution of Shape ML platform to meet the future product strategy.- Refactor core components of the ML architecture to reduce cloud costs.- Tech lead of the MLOps team.

Rio De Janeiro, Brasil

- Tech lead of the MLOps team.- Design and development of Shape ML platform.- Responsible for Shape ML architecture.

Rio De Janeiro, Brasil

- Development of CI/CD pipelines on Azure DevOps for Python libraries and Docker images.- Provisioning of Azure cloud components for ML architecture.- Refactor of core product libraries applying best software engineering practices.- Design and implement ML models management architecture using MLflow.- Design and implement ML models execution architecture.

Rio De Janeiro, Brasil

- Design and refactor of modern Big Data architecture to achieve greater scalability.- Development of Python libraries to simplify Apache Spark batch and streaming pipelines.- Development of CI/CD pipelines on Azure DevOps for Python libraries and Docker images.- Development of ETL pipelines using Prefect, Azure DataFactory and Azure Databricks..

- Technical leadership on a project with one of Brazilian greatest retailers.- Understanding of business needs to specify and validate data pipeline developments.- Development of ETL pipelines for a datalake construction using both AWS Cloud resources (Lambda, Glue with Python and Apache Spark, S3, Athena and Redshift) and Snowflake Data Cloud platform..

Rio De Janeiro, Brasil

- Development of predictive models for sales forecasting using classical statistics (ARIMA, EMA models) and machine learning (SVM, XGBoost, neural networks) with Python, Scala and Apache Spark using Pandas GroupedMap on the platform Databricks.- Android/iOS app specification, design and development to interact with the sales forecast model using.

Rio De Janeiro, Brasil

- Data analysis and modeling using SAS® Enterprise Guide and IBM Netezza platform.- Root cause analysis of drop in retail sales and stock out analysis.- Redesign of IT processes using ITIL® framework including incident management, change management, service catalog and access management processes.- Automation of Microsoft Excel reports using VBA language..

Rio De Janeiro, Brasil

- IT process mapping and redesign using the ITIL® framework.- Co-management of a project to implement a website platform shared by multiple clients. - Automation of processes and routines in MS Excel through VBA programming.

Computer, servers, and network maintenance for the laboratories of UFRJ computing department (DCC).

- Planning and controlling the company's strategy.- Leadership of the Executive Board.- Company representation before partners, the university, and other institutions.- Administrative Advisor on the Federation of Junior Companies of Rio de Janeiro

- Software development and websites project management using the Scrum methodology.- Recruiting, interviewing and selecting interns and employees- Training and qualifications planning for the company.- Employee performance monitoring.

Training for analysis of electrical and electronic circuits of elevators, from its engine, mechanical components, and operation, to carry out repairs. Customer service for diagnosis, repair, and maintenance of large and small mechanical and electronic elevators.

Engenheiro Eletrônico E De Computação, Engenharia Eletrônica E De Computação

Técnico De Eletrônica