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01 / Experience

Where I applied it

Vascar Solutions, Auronix, and Totum Talent — with the work, not only the title.

Jan 2026Present

Vascar Solutions

Data Engineer

Data engineering consultancy · staffing, then project-based

Mexico · Remote

I have worked both delivery models at Vascar: first staffing embedded with a client team; then project-based ownership of a GCP / BigQuery platform. Different stacks, different ways of working.

  • Staffing (client withheld): embedded with client management on a managed AWS service — DynamoDB, Glue, Athena, and Airflow — for processing and analytics inside the company.
  • Project-based (client withheld): GCP, BigQuery, and Dataform — Google Ads and Meta Ads connectors, custom API ingestion, Windsor / GA4, medallion modeling (Bronze → Silver → Gold), enrichment, incremental models, and analytics serving.
StaffingProject-basedAWSDynamoDBGlueAthenaAirflowGCPBigQueryDataformGoogle AdsMeta AdsWindsorGA4Medallion

Feb 2025Dec 2025

Auronix

MID Data Analyst, Financial Services

Mexico

Worked at the intersection of analytics, product and financial-services operations, modeling conversational and transactional information for reporting and decisions.

  • Designed and maintained data channels on AWS (Athena, S3, Glue, Redpanda) and dbt so downstream teams could rely on clean, scalable flows.
  • Built incremental, layered models (raw → intermediate → marts) used for analysis, reporting, and conversational AI initiatives.
  • Developed Metabase metrics on user behavior, payment promises, and business visibility for cross-functional stakeholders.
  • Worked with product, outbound, and engineering so models matched how the financial product actually operated.
AWSAthenaS3GlueRedpandadbtMetabaseSQL

Aug 2023Feb 2025

Auronix

Data Analyst, Outbound

Mexico

Supported outbound systems with reporting, ELT collaboration, and product metrics — messaging, behavioral data, and operational analytics.

  • Wrote SQL in Amazon Athena to produce reports and data models for product and engineering questions.
  • Tracked product and engineering metrics and presented insights so more people in the company could use them.
  • Collaborated on ELT/ETL processes involving Airbyte, Airflow, AWS Glue, and S3.
SQLAmazon AthenaAirbyteAirflowAWS GlueS3

Nov 2022Aug 2023

Totum Talent

Database and Project Intern

HR consultancy

San Pedro Garza García, Nuevo León, Mexico

Supported administrative operations at an HR consultancy: Excel and Google Drive for day-to-day files, plus executive presentations for partners and clients.

  • Kept administrative files and trackers in Excel and Google Drive so the team could share a single source of working documents.
  • Built executive presentations used in internal and client-facing conversations.
ExcelGoogle DrivePresentations

Education

  • Master’s in Big Data and Data Engineering

    Universidad Complutense de Madrid · Ntic Master · 2024–2025

    Final grade 8.9 / 10. The programme ran on Azure: Storage, Catalog, Azure OpenAI, and Databricks.

    AzureAzure StorageAzure CatalogAzure OpenAIDatabricks
  • Ingeniero Físico Industrial

    Tecnológico de Monterrey · 2018–2023

    Concentration in Data Science — machine learning, data-science principles, and the math and infrastructure behind them.