Carlos Eduardo García Reyes

Carlos Eduardo García Reyes

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Data Engineer
Mexico City, Mexico

Contact Carlos regarding: 
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Full-time jobs
Starting at MXN75k/month ~USD4.06k/month
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Résumé


Jobs verified_user 0% verified
  • Tala
    Analytics Engineer II
    Tala
    May 2026 - Current (6 months)
    • Optimized the production dbt pipeline, cutting runtime by approximately 65% (4h to 1h25m).
    • Implemented and validated dbt models within an established layered architecture and galaxy schema,
    supporting analytical data consumption across the company.
    • Published views to the Omni semantic layer to support BI reporting and dashboards
  • KLAR
    Analytics Engineer
    KLAR
    May 2025 - May 2026 (1 year 1 month)
    • Built and deployed production ML inference pipelines for call scheduling and personalized messaging,
    integrating model scoring, A/B experiment assignments, and delivery through operational APIs.
    • Built Python ETL pipelines integrating API data into Redshift through enrichment, normalization, and
    incremental upserts; automated partner-file ingestion via SFTP/S3 and maintained AWS Glue parsing and
    loading jobs.
    • Engineered reliable orchestration for dbt and ML workloads, with automated recovery, checkpointed
    processing, data-freshness checks, and duplicate-run prevention.
    • Developed optimized dbt models that reduced loading time for a critical dashboard from up to 30 minutes
    to approximately 5 seco
  • izzi telecom
    Data Engineer
    izzi telecom
    Apr 2024 - May 2025 (1 year 2 months)
    • Developed reusable dbt macros and custom Snowflake materializations for SQL generation, schema alignment, audit metadata, incremental loading, and soft-deletion handling.
    • Contributed to an Oracle-to-Snowflake migration whose pipeline ran approximately 30% faster than the on-premises implementation.
    • Provided technical dbt guidance to teammates during the migration.
Education verified_user 0% verified
  • Coderhouse
    Data Science
    Coderhouse
    Dec 2022
  • Coderhouse
    Data Analytics
    Coderhouse
    May 2022
  • Universidad Nacional Autónoma de México
    BsC in Actuarial Science
    Universidad Nacional Autónoma de México
    Jan 2019 - Dec 2023 (5 years)
  • Universidad Nacional Autónoma de México
    Bsc in Mathematics
    Universidad Nacional Autónoma de México
    Aug 2016 - Aug 2020 (4 years 1 month)
Publications verified_user 0% verified
  • B
    A new pseudometric on a subclass of Riesz spaces based on similarity measures
    Boletín de la Sociedad Matemática Mexicana
    May 2021