RafaelResumeDataScientist

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Rafael Mendonça Phone: 021 991239310

Paulo Jose Maria 91 email: rafahmen@gmail.com

Niteroi, RJ 24342430 Linkedin: br.linkedin.com/pub/rafael-h-mendonça/1b/b58/b39

Education

MBA in Big Data at Institute Infnet

Graduated in System Analysis and Development at Univercidade -Rio de Janeiro

MBA in Software Engineering at UFRJ COOPE-Rio de Janeiro

Certificate System Engineer for Fotoware

Skills summary

Big Data, Hadoop (HDFS, GPFS – FPO, MapReduce Engine, InfoSphere BigInsights)

ITIL Foundations V2, RUP, SCRUM and Agile Projects, CMMI, MPSBR

IBM WebSphere Application Server

Software Quality, Project Management, Software Architecture, Object Oriented Analysis, IT Governance,

Groupware, Artificial Intelligence, Data Mining

System Development in Java, J2EE, J2ME, J2SE, Web Services

System Modeling, Business Processes Mapping, Planning, Timetable Controlling, Project Budget Controlling

Risk Assessment, Critical Project Vision, Project Standards knowledge

UML, System Requirements, PMBOK, Business Models definitions, Classes Diagrams, interactions, sequences, activities, software and hardware modeling

Languages

Portuguese (native language)

English and Spanish with intermediate fluency. Rapidly improving.

Experience

Ebix Inc. (ebix.com)

Data Scientist

JUL-2010 to DATE

● Big Data Analytics Analytics Descriptive, Prescriptive and Predictive; Problem formulation; modeling;

● measurement; Results Analysis; Analytical tools; Quantitative and Qualitative analysis;

Formulation of

● questions; Case Studies Applied (Marketing, Supply Chain, Finance, HR, Research and

Development);

● Map Reduce / Hadoop Hadoop as framework; Role of master and slave servers; Architecture:

Map Reduce;

● HDFS and Tools (Hive, HBase, Mahout, Pig, oozie, Flume, Scoop, Spark / shark); Solutions in

Python; Task roles

● tracker, Data node, Job Name and tracker node; Fault tolerance; clustering; Programming transparency;

● Management of users; Case study.

● DBMSs Data Management Relational vs. NoSQL; aggregations; In Schema; Distributed databases; consistency;

● Map-Reduce; Managers Key-Value (Redis, Memcached, Riak); Managers Oriented Document

(MongoDb,

● Couchbase, RavenDB); InMemory Banks (SAP HANA and VoltDB); Relational Management for

Big Data

● (Vertica, Pivotal). In this module we will have hands-on labs in order to make comparisons between different

● Products. MongoDB installation; Data Organization; Working with data; GridFS; consultations;

Directors;

● Optimization; replication; Data partitioning (sharding). Integration with Hadoop.

● Search engines indexing; Information Retrieval; Solr; ElasticSearch. Text mining raw data manipulation;

● Temporal data; Search algorithms; Analysis of results; Inferential search in text databases;

Pattern recognition; tools; Web Mining; Text Mining; Genetic algorithms; Sentiment analysis.

EBIX Projects:

● 24 hour assistance for Cars (http://auto.sulamerica.com.br/assistauto/)

Architecture: JDK 6, JSF 1.2, FACELETS, SPRING FRAMEWORK, JPA WITH ORACLE DATABASE 10G. MANAGED

BEANS, RICHFACE, JQUERY, CDI (Contexts and Dependency Injection), Persistence Contexts, Persistence Units,

Remote EJBs and Web Services.

Rafael Mendonça Page 2

This solution integrates with Web Service SOA where traffic Objects JAX-WS and JAXB customers are generated. These integrations are designed to synchronize the system with the legacy of the Customer

(sulamericaseguros.com.br)

● Insurance risks different (auto.sulamerica.com.br/cotadorcondemp/)

Architecture: JDK 6, JSF 1.2, FACELETS, JDBC WITH ORACLE DATABASE 10G, MANAGED BEANS, RICHFACE,

JQUERY, CDI (Contexts and Dependency Injection), Persistence Contexts, Persistence Units, Remote EJBs and

Web Services.

This solution integrates with Web Service SOA where traffic Objects JAX-WS and JAXB customers are generated. These integrations are designed to synchronize the system with the legacy of the Customer

(sulamericaseguros.com.br)

● Auto Insurance System: (auto.sulamerica.com.br/simuladorsas/)

JDK 6, JSF 1.2, FACELETS, JDBC WITH ORACLE DATABASE 10G, MANAGED BEANS, RICHFACE, JQUERY, CDI

(Contexts and Dependency Injection), Persistence Contexts, Persistence Units, Remote EJBs and Web Services.

This solution integrates with Web Service SOA where traffic Objects JAX-WS and JAXB customers are generated. These integrations are designed to synchronize the system with the legacy of the Customer

(sulamericaseguros.com.br)

Correios e Telégrafos,

(correios.com)

System Analyst

JAN-2005/ JUL-2006

Function: Analyst Developer Java SE. Modeling, development of the Benefits Integrated System

Software and IDE used: MS Project, JUDE, Eclipse, Postgresql, Cristal Report

Developed in: JAVA J2SE

Imago Informática LTDA (imago.com.br)

System Analyst

AUG-2006/ JUL-2007

System Development using: Java J2EE (Struts 1, JDBC, Hibernate, Ajax, JSP, JSF; Database: Oracle 9i,

PostgreSQL, Mysql, SQL Server 2005 ) Process mapping, Data modeling, UML, class diagram, interaction, project architecture, use cases, business entities classes diagram. Projects: Claro Administrador, Loja Online,

Cultura Inglesa (BCO, SISINT), C&A. Company: (www.claro.com.br) Contract Allocation professional for the construction of systems course administrator and Shop Online. Second largest telecommunications company in Brazil

Amplex Consultoria e Desenvolvimento de Sistemas (amplex.com) JUL-2007/ SEP-2010

Project Leader, Certificate System Engineer for Fotoware (fotoware.com)

System Development using: Java J2EE (Struts 1, JDBC, Hibernate, Ajax, JSP, JSF, Oracle, PostgreSQL, Mysql, SQL

Server 2005), Workflow definition, process modeling, business modeling, priorities assessment, UML, user meetings.

Rafael Mendonça

Page 3

Amplex Customers:

● BIP Petrobras (bip.petrobras.com.br). Function: Designer and construction of the solution of the integration of stock photos. Inserting metadata and optimizing query performance imaging system of the company. Technology used for the development: Java EE, Struts 1, SDK 1.4, AJAX, DWR, ORACLE,

TILE, ANT.

● Banco de Imagens Furnas (furnas.com.br/). Function: Development of new features and customization of the product. Technology used for the development: Java EE, SDK 1.4, Struts 1, AJAX,

DWR, SQL Server 2005, IREPORT.

● Banco de Imagens Casa de Rui Barbosa (casaruibarbosa.gov.br/). Function: Development of new features and customization of the product. Technology used for the development: Java EE, SDK 1.4,

Struts 1, AJAX, DWR, MYSQL, IREPORT.

● Rede Bahia (redebahia.com.br/). Function: Development of new features and customization of the product. Technology used for the development: Java EE, SDK 1.4, Struts 1, AJAX, DWR, MYSQL,

IREPORT.

● Globo (globo.com/). Function: Development of new features and customization of the product.

Technology used for the development: Java EE, SDK 1.4, Struts 1, AJAX, DWR, ORACLE 9i, IREPORT.

● Editora Letras Brasileiras (letrasbrasileiras.com.br/Home). Function: Development of new features and customization of the product. Technology used for the development: Java EE, SDK 1.4,

Struts 1, AJAX, DWR, ORACLE 9i, IREPORT.

● Editora Globo (corp.editoraglobo.globo.com/), Function: Development of new features and customization of the product. Technology used for the development: Java EE, SDK 1.4, Struts 1, AJAX,

DWR, ORACLE 9i, IREPORT.

● Editora Saraiva (editorasaraiva.com.br/). Function: Development of new features and customization of the product. Technology used for the development: Java EE, SDK 1.4, Struts 1, AJAX,

DWR, ORACLE 9i, IREPORT.

● Eletrobrás (furnas.com.br/). Function: Development of new features and customization of the product. Technology used for the development: Java EE, SDK 1.4, Struts 1, AJAX, DWR, ORACLE 9i,

IREPORT.

● Editora FTD (ftd.com.br/). Function: Development of new features and customization of the product. Technology used for the development: Java EE, SDK 1.4, Struts 1, AJAX, DWR, ORACLE 9i,

IREPORT.

Other IT skills

Operational Systems: Windows Server 2003, Windows Server 2008, LDAP, AD; Linux Red Hat, VMware

Programming Languages: Java EE 6 SDK, Java EE 5, Google Android, Java Script e C#

Frameworks: Struts 1, JSF 1.2, Spring, Hibernate, JPA, Servlet and JDBC, Maven, SoapUI, Apache Hadoop

Methodologies: ITIL Foundations, SCRUM, RUP, COBIT, PMBOK, PMP, Process Mapping, UML

Databases: Oracle 10G, Mysql 5.1, Postgresql, SQL Server 2005/2008, OLAP, OLAP, DB2, Data Mining, Metadata,

E-Business

IDE and Software: Eclipse, Netbeans, Jude, MS Project, Erwin, Tree Bolic, RAD, Sonar, Gliffly, Redmine, Maven,

Jmetter, Hudson, SubVersion SVN

Application Servers: IBM WebSphere Application Server 5, Jboss Application Server 7

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