Python ETL Developer
2021 - PRESENTPrecision Drilling - Main- Deployed ETL quality check scripts on Python for checking issues with ingested tables for an oil and gas global company.
- Collaborated with the data engineering team to create data solutions on Azure and Python.
- Deployed an ETL pipeline on Python and Snowflake for cleaning table records. It affected 1.8% of the records.
- Deployed solutions with Airflow and Apache Kafka for streaming solutions.
Technologies: Python, SQL, ETL, Snowflake, Azure Kubernetes Service (AKS), Apache Kafka, Data Warehousing, Azure, Microsoft Excel, APIs, Business Intelligence Consultant, Star SchemaImplementation Consultant
2019 - 2021PROS- Automated an Azure ELT pipeline for transforming files sent by a customer into XML that could be consumed by the PROS system by using Azure Data Factory, Databricks, Scala, and Python.
- Deployed an Azure ELT pipeline to extract data from Salesforce API and transform it into PROS XML by using Azure Data Factory, Databricks, and Python.
- Deployed an Azure and Snowflake solution that extracted processed information from PROS and stored it into a customer’s Snowflake platform.
- Implemented complex SSRS reports on PROS for multiple customers.
Technologies: Azure, Databricks, Cloud, SSRS Reports, Data Engineering, SQL, Reports, Scala, Data Analysis, Data Modeling, Data Warehousing, Data Analytics, Snowflake, ETL, Microsoft Power BI, Azure Data Factory, Azure SQL, SQL Server BI, Microsoft SQL Server, Python, Data Pipelines, Web Scraping, Databases, Pipelines, Pandas, Apache Spark, Big Data, PySpark, Azure Data Lake, Microsoft Excel, APIs, Business Intelligence Consultant, Star SchemaData Management Analyst
2016 - 2019Banco FIE- Automated marketing ETL pipelines by using Python and Microsoft SQL Server and saved 30% of the manual effort.
- Deployed an ETL pipeline to scrape data from a weather API using Python and join it with data from bank branches to help discover branch transactions relative to weather. The bank saved 12% in operating costs by changing the number of cashiers.
- Collaborated with consultants to Rabobank (a Dutch bank) in segmentation and high-value customer and mobile app usability projects by creating Python and Microsoft SQL Server ETL pipelines to extract and process customer data.
- Deployed an ETL pipeline on Python and Microsoft SQL Server that processed debit card information to help discover the bank’s ATM usage and saved 10% on ATM maintenance costs by relocating unused ATMs.
- Automated data pipelines in Python and SQL to process customers' financial information for selling credit cards, resulting in a 35% increase in credit card sales in the first month.
Technologies: Microsoft Power BI, SQL, Data Engineering, Python, Reports, Data Modeling, Data Warehousing, Data Analytics, ETL, Data Marts, Microsoft SQL Server, Business Intelligence (BI), Data Analysis, Data Pipelines, Web Scraping, Databases, Pipelines, Pandas, PostgreSQL, Microsoft Excel, APIs, Business Intelligence Consultant, Data Management, Data Analysis Consultant, Star SchemaDatabase Administrator
2015 - 2016Administradora de Tarjetas de Credito ATC- Collaborated to develop ETL pipelines on SSIS to help reduce debit and credit card fraud and increased fraudulent debit card detection by 7%.
- Deployed an ETL using Python for processing monthly debit and credit card information sent to affiliated banks and reduced processing time by 15%.
- Migrated a 250GB data warehouse, including stored procedures and ETLs, from Oracle to Microsoft SQL Server.
Technologies: SQL Server BI, SQL Server Reporting Services (SSRS), MySQL, Pentaho Data Integration (Kettle), SQL Server Integration Services (SSIS), SQL, Data Modeling, Databases, Python, ETL, Data Marts, Microsoft SQL Server, Business Intelligence (BI), Data Engineering, Data Pipelines, Data Analytics, Pipelines, Pandas, Microsoft Excel, APIs, Star SchemaBusiness Intelligence Developer
2014 - 2015Grupo Alcos- Deployed marketing ETL on SSIS that processes information from OLTP databases to analyze product consumption, resulting in a 15% increase in top product sales.
- Developed and migrated multiple dashboards from Excel to QlikView and reduced manual effort by 50%.
- Migrated a 100GB data warehouse including stored procedures and ETLs from Informix to Microsoft SQL Server.
Technologies: QlikView 11, Pentaho Data Integration (Kettle), MySQL, SQL, Business Intelligence (BI), Data Modeling, Data Warehousing, Databases, Data Analytics, Data Engineering, Pipelines, ETL, SQL Server Integration Services (SSIS), Data Marts, Microsoft SQL Server, Python, Data Analysis, Data Pipelines, Database Migration, QlikView, Dashboards, Microsoft Excel, APIs, Business Intelligence Consultant, Data Management, Data Analysis Consultant, Star Schema