Ramon Pereira Email & Phone Number

State Of Minas Gerais, Brazil

São Paulo, Brazil

Head of Data Science leading people in an Agile Environment using Scrum as methodology and Jira as a platform. I'm leading a team with 7 people and growing up. In my entire department, we are more than 40 collaborators. As Data Scientists, we are working very often with technologies such as Python, R, Cloudera, Hive, Hadoop, PySpark, and algorithms such as Random Forest, SVM, Neural Networks, Porphet, LSTM, GRU. I'm used to working with descriptive and predictive analysis. I develop unsupervised, supervised, and semi-supervised machine learning models. Our main business is to develop real-world studies about the use, the cost, and the efficacy of medicines in the real world. In our team, we also develop dashboards using the power of data visualization mainly with PowerBI and Tableau.

São Paulo, Brazil

Head of Data Science leading people in an Agile Environment using Scrum as methodology and Jira as a platform. I'm leading a team with 7 people and growing up. In my entire department, we are more than 40 collaborators. As Data Scientists, we are working very often with technologies such as Python, R, Cloudera, Hive, Hadoop, PySpark, and algorithms such as Random Forest, SVM, Neural Networks, Porphet, LSTM, GRU. I'm used to working with descriptive and predictive analysis. I develop unsupervised, supervised, and semi-supervised machine learning models. Our main business is to develop real-world studies about the use, the cost, and the efficacy of medicines in the real world. In our team, we also develop dashboards using the power of data visualization mainly with PowerBI and Tableau.

São Paulo, Brazil

Head of Data Science leading people in an Agile Environment using Scrum as methodology and Jira as a platform. I'm leading a team with 5 people and growing up. In my entire department, we are more than 30 collaborators. As Data Scientist, we are working very often with technologies such Python, R, Cloudera, Hive, Hadoop, PySpark, and algorithms such as Random Forest, SVM, Neural Networks, Porphet, LSTM, GRU. I'm used to working with descriptive and predictive analysis. I develop unsupervised, supervised, and semi-supervised machine learning models. Our main business is to develop real-world studies about the use, the cost and the efficacy of medicines in the real world. In our team we also develop dashboards using the power of data visualization mainly with PowerBI and Tableau.

São Paulo, Brazil

Worked in a team with 5 people and I was the one responsible for the Data Engineering collecting and modeling Datasets with more than 100 millions records using Bash, Cloudera, Hadoop ,Hive, Spark. As well I was a Data Scientist responsible to build analysis using Record Linkage process among different datasets and developing descriptive analysis of specific cohorts. I developed some Python scripts to clean and to standard those datasets. I led 3 projects and the last one was the creation of a predictive model. I was the buddy of two trainees. I got promoted to Lead Data Scientist.

Belo Horizonte

Professor in the courses of Artificial Intelligence, Data Science, Frontend Web Development, Backend Web Development, Project Management, Development of Software and Algorithms.Advisor in the project Squad Ajudar. Engage students to develop applications using SCRUM, Mobile, and Web Development with Ionic, Angular, React, NodeJS, Postgres to support people who need it.

Belo Horizonte

Professor in the courses of Artificial Intelligence, Data Science, Frontend Web Development, Backend Web Development, Project Management, Development of Software and Algorithms

Rio De Janeiro, Brazil

Data Scientist Consultant specialized in Probabilistic Record Linkage for PNAD Contínua and PNAD Covid.Creation of longitudinal cohorts. Data Analysis using SQL, SAS, Python, and Bash. Creation of anonymized databases for national population studies. Teaching about record linkage process. Creation of indicators of PNAD Contínua analyzing the data built by the researches and extracting measures for the Brazilian PopulationThis project was funded by two powerful organizations: The World Bank and The Panamerican Bank

Belo Horizonte, Minas Gerais, Brazil

Development team management using Scrum working on multiple projects at the same time to deliver Mobile Apps, Web Applications, Administrative Dashboards with different scenarios and themes such as Delivery App, Farm App, Games, and others. I led 3 squads with 3 people in each, running projects at the same time. The technologies used by our teams were Ionic, React, Angular, NodeJS

Led the company/project in the Technology field.Managing the development of 3 projects for Mobile Apps in Health Techs. Using Scrum, Jira, developing some sessions of Design Sprint and making contacts with investors and incubators for business. The tech team was a team formed by 5 people within 3 developers and 2 data scientists. The development was mainly done using Angular, Javascript, HTML5, CSS3, PHP with microservices and APIs infraestructure. For the Data part we used some techniques of web scraping, text mining, data standardization and also information retrieval

Belo Horizonte Area, Brazil

Responsible to develop the mainly features of Record Linkage process. Create and build a big cohort of 200 million patients with more than 1.2 billion of health records. Also, responsible to extract cohort and elaborate many studies with Masters students at PPGMAF (Pharmacy School, UFMG). On the process, we build characteristics of populations fully integraded, analyse this data, elaborate timeseries, descriptive and predtive analysis using Cox, Hazard Ratio and another statistics techniques. The technologies used to develop it were MySQL Procedures, Python, Javascript and C. Data modeling creating ER Diagrams, building many different databases. As well, I've setup the Devops part building servers ables to run the whole process.

Belo Horizonte Area, Brazil

Internship in Software Development

Brasil

Brasil

Federal employee approved in public tender

Doctor Of Philosophy - Phd, Computer Science

Master'S Degree As Visiting Student, Computer Science

Master Of Science (Msc), Ciência Da Computação

CFI Blocking - An efficient algorithm to blocking step in the record linkage process

Técnico Em Eletroeletrônica, Eletroeletrônica

Auxiliar Administrativo, Administração