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María Camila MartinezMM
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María Camila Martinez

@maracamilamartinez

Data Engineer at Datacracy building Snowflake pipelines with 100% source-to-target row parity.

Colombia
Message

At Datacracy, I build and support production data workflows for international Oil & Gas clients. I built and deployed six Airflow DAGs for SQL Server-to-Snowflake feeds, with end-to-end runs completing within the 15-minute SLA and 100% source-to-target row parity.

During an enterprise move from legacy Talend workflows to Airflow/Astronomer, Snowflake, dbt and Databricks, I contributed to extending existing ingestion, telemetry and reverse-ETL pipelines while preserving downstream behavior. I also reconciled a 544M+ row production dataset and resolved 726K+ mismatched records through controlled reprocessing and verification.

I investigate production issues by tracing how data moves across systems. For a reverse-ETL outage, I traced duplicate business keys to their source and helped restore processing for 90K+ operational records; on an event-reporting change, I traced effects across nine Snowflake/dbt views and restored visibility for 1.3M+ records.

Earlier, at CORPORACIÓN GAIA, I managed day-to-day technology operations and developed internal tools and automation. At AEROSANIDAD, I developed an operational application for emergency management using .NET/C#, SQL Server, backend logic and reporting.

Experience

Work history, roles, and key accomplishments

AE

Software Development Intern

Aerosanidad

Dec 2016 - Jun 2017 (6 months)

Developed an operational application for ambulance and helicopter emergency management using .NET/C#, SQL Server, backend logic, and reporting.

Education

Degrees, certifications, and relevant coursework

Instituto Tecnológico Metropolitano (ITM) logoII

Instituto Tecnológico Metropolitano (ITM)

Engineering, Data Science

Pursuing a degree in Data Science Engineering, currently in progress.

Instituto Tecnológico Metropolitano (ITM) logoII

Instituto Tecnológico Metropolitano (ITM)

Technology, Electronics

Completed a Technology in Electronics program in 2022.

SENA logoSE

SENA

Technician, Software Programming

Completed a Software Programming Technician program in 2017.

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