Michel Dias De Arruda work email
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Michel Dias De Arruda personal email
Data Scientist and Machine Learning Engineer with solid experience in transforming data into strategic insights and innovative business solutions.Since 2015, I have been working on Data Science projects, initially in academia and later applying this knowledge in the professional sector. I have experience in techniques such as Data Mining, Natural Language Processing (NLP), Classification, Prediction, and Optimization, developing solutions that directly impact results.My primary programming language is Python, with extensive expertise in the main data analysis and machine learning libraries, including Pandas, Numpy, scikit-learn, Matplotlib, among others.In addition to contributing technically, I also have experience in project leadership. I have been responsible for the technical leadership of three projects, coordinating teams in mobile development, web development, data engineering, and data science. I value a collaborative environment where knowledge sharing and teamwork yield the best results.I am continuously seeking new opportunities to apply my knowledge and learn new techniques, with the goal of generating value for companies and overcoming complex challenges in the fields of data science and machine learning.
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Data ScientistUnitedhealthcare Jun 2022 - Jun 2024- Worked on the Machine Learning project to classify the quality of lead and determine if the lead must be bought or not bought in a Ping/Post platform.- Worked on the Machine Learning project to predict the lead value for a purchase on an auction.- Worked on the project of classification for suggestions in calls from the call center, where the suggestions were classified to redirect for departments. I used some Natural Language Processing techniques, such as BERT and Word Embedding.- Worked on a deployment for classification and regression models making an API on Azure Machine Learning. -
Senior Software Engineer - MlopsOlx Brasil Aug 2021 - May 2022- Worked on creation of a platform for deploying and serving ML models. Platform focused on standardizing and facilitating this step for the company's data science teams.- Searched for new tools for platforming the machine learning lifecycle in the company.- Implemented tracking and experimentation tools.- Provided support to company's feature store. -
Data CoordinatorLetsbank Dec 2019 - Jul 2021- Built economic group credit rating model- Built rules model for companies analysis to indicative suspected money laundering.- Projected datalake using AWS Tools, like: S3, Glue, Athena, DMS and Redshift. - Implemented dashboards using AWS QuickSight - Implemented data bureaus ingestions - Worked on public data crawlers using Python ETLs with Airflow. - Communicated with internal customers and managed requests- Managed the data science and data engineering team- Held AI innovation research meetings -
Data ScientistSmartbank Mar 2018 - Dec 2019- Implemented PostgreSQL and Oracle data ingestions using Airflow - Built data quality application using Spark and Python - Built rules model to companies credit analysis - Implemented data lake using AWS S3 and data warehouses using AWS Redshift - Created Python REST API to get external data -
Project LeaderLemobs Jul 2015 - Apr 2018- Managed a technical multidisciplinary team in PHP, Android, iOS and NodeJS projects- Architetured systems for company products- Survey of business requirements- Worked on manager reports -
Project LeaderFundação Coppetec Jan 2015 - Jun 2015- Worked closely with the client and managed requests from an urban cleaning services company - Managed a technical multidisciplinary team in PHP, Javascript and Android projects -
Web DeveloperFundação Coppetec Jun 2013 - Dec 2014- Implemented real time georeferencing map for Lixo Zero project using HTML, Javascript and PHP- Implemented relational database modeling and SQL Server queries optimizations -
Delphi DeveloperHs Informática Mar 2012 - Jun 2013Rio De Janeiro, Brazil- Implemented automatic organization of document from scanned files- Implemented scanner configutation module- Implemented system for manager analysis of firgerprints- Survey of business requirements for medical scheduler project- Trained and provided support for custommers
Michel Dias De Arruda Skills
Michel Dias De Arruda Education Details
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Universidade Federal Do Rio De JaneiroData And Knowledge Engineering -
Data Mining And Data Analisys -
Technician In Industrial Informatics
Frequently Asked Questions about Michel Dias De Arruda
What is Michel Dias De Arruda's role at the current company?
Michel Dias De Arruda's current role is Data Scientist | Python, Machine Learning, AI, SQL | NLP.
What is Michel Dias De Arruda's email address?
Michel Dias De Arruda's email address is mi****@****.com.br
What schools did Michel Dias De Arruda attend?
Michel Dias De Arruda attended Universidade Federal Do Rio De Janeiro, Universidade Federal Rural Do Rio De Janeiro, Centro Federal De Educação Tecnológica Celso Suckow Da Fonseca.
What are some of Michel Dias De Arruda's interests?
Michel Dias De Arruda has interest in Science And Technology.
What skills is Michel Dias De Arruda known for?
Michel Dias De Arruda has skills like Desenvolvimento De Sites, Html, Css, Javascript, Php, Delphi, Microsoft Office, Microsoft Sql Server, Uml, Desenvolvimento Android, Google Maps, Jquery.
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