CARINA MIRIAM Z.

CARINA MIRIAM Z.

Data Architect

Mexico City , Mexico

Experience: 10 Years

CARINA MIRIAM

Mexico City , Mexico

Data Architect

60055.2 USD / Year

  • Immediate: Available

10 Years

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About Me

As Data Architect with more than 10 years of experience in data projects I will contribute to innovation and new data technologies development, with analytical solutions projects involving design, modeling and analysis where data is potentialized as ...

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Portfolio Projects

Description

  • Data management processes and data architecture. Collaborate with the business, its applications, solutions, and technical architects.
  • Work with database management teams / architects and data analysts to help establish standards and strategies.
  • Design and develop a strategy for data storage.

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Description

  • I lead a data science team to deploy a NPL project with big data tools like hive, impala, pyspark.
  • Tableau visualization for different data areas.
  • Implement processes to collect and maintain the inventory of Data assets in the city.
  • Define business architectures for Data Warehouse, master data / reference data, data integration, and transaction processing.

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Description

  • Business requirement, data mapping and business understanding.
  • Exploratory Data Analysis and Data Cleansing with pyspark.
  • Data science pipeline development and visualization in Tableau.

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Description

  • Migration of SAS code to pyspark and support to create an EDA (Exploratory Data Analysis) framework.
  • Lead of data ingestion in big data technologies for AML (Anti-money laundry) operations.
  • Data quality rules in Teradata for Risk area, reports in Data Management in Metadata Hup.

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Description

  • Analyst and leader of Big Data operation for Central America region in Grupo Bimbo.
  • Optimization and improvement of processes, analysis of business rules for Bimbo Business Intelligence.
  • Projects release and migration from Cloudera to AWS. User administration, ETL in Lambda architecture, SQS, ERM, S3 in AWS.
  • Data modeling from SQL database to MongoDB to create a single view customer.
  • ETL in Pentaho Data Integration and Creation of an OLAP cube.
  • Design and implementation of the Front-End with Pentaho Report and Qlikview.

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Description

  • Dashboard design for decision making in different areas with Qlikview.
  • Design and creation of data models for a DWH. PDF distribution and pyhton application for predictive analysis.
  • Strategies for storage, load, data transformation, model and application layers
  • Data optimization with queries in SQL syntax.
  • Management in Qlikview Server, task creation, user administration, JSQuery extension, custom reports in PDF according to user profile by email. Implementation of Big Data with Direct Discovery in Qlikview

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Description

  • PowerPoint reports and QlikView, cleaning, analysis, and exploitation.
  • Design of dashboards in QlikView and Excel, monitoring of indicators, development of inferential statistical models.
  • Financial analysis for sales.

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