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Samuel Zambrano GarzaSG
Open to opportunities

Samuel Zambrano Garza

@samuelzambranogarza

Data & Cloud Engineer building analytics-ready ETL pipelines with strong validation and support.

Mexico
Message

What I'm looking for

I’m looking for a team where I can build and validate analytics-ready ETL/ELT pipelines (Snowflake/dbt, PostgreSQL, APIs) while supporting production data quality. I want strong documentation, cross-functional collaboration, and measurable business impact.

I’m a Data & Cloud Engineer with a production support background in enterprise ERP and manufacturing systems. I focus on finding and fixing data issues quickly, using SQL, Linux logs, XML/JSON validation, and cross-system record tracing.

I build analytics-ready pipelines with strong validation, documentation, and business-facing communication. I’ve delivered Snowflake + dbt Medallion pipelines (RAW/SILVER/INTERMEDIATE/GOLD) with dimensional modeling and automated data quality checks—plus API-to-PostgreSQL ETL that preserves raw responses and loads normalized analytics tables.

In my Technical Support Engineer II role, I investigate production data issues across ERP, manufacturing, logistics, and shipping systems, and I build reusable SQL validation queries for root-cause analysis. I also manage ~20 enterprise support cases weekly, closing 5–9 per week while maintaining 98% SLA compliance and a 4.8/5.0 CSAT average in 2025. In advisory roles, I’ve driven measurable improvements like up to a 57% increase in production output and a 64% reduction in truck loading time.

I enjoy bridging engineering and operations: reproducing defects across environments, communicating findings clearly with DevOps and software engineers, and turning messy operational data into trustworthy KPIs and decision-ready insights. I bring tools and discipline from my certifications and hands-on work—so data pipelines are not only built, but also verified, explained, and maintained.

Experience

Work history, roles, and key accomplishments

HS
Current

Data & Process Improvement Consultant

Handshake Solutions

Oct 2023 - Present (2 years 9 months)

Lead data-driven process optimization initiatives using bottleneck analysis and workflow redesign. Analyze operational datasets with SQL and Excel to validate performance improvements after process changes.

CC
Current

Digital & Operations Consultant

Caltic Consultores

Aug 2022 - Present (3 years 11 months)

Redesign logistics and truck loading workflows to reduce loading time and improve dispatch efficiency. Build KPI dashboards and use SQL to analyze logistics records and validate reductions in truck loading cycle time.

AC

Data Analyst

Acompania

Aug 2022 - Feb 2023 (6 months)

Develop operational dashboards to improve KPI visibility and support data-informed decision-making. Standardize reporting structures and use SQL to query, validate, and analyze operational data for performance improvement recommendations.

TM

Industrial & Maintenance Intern

Ternium MX

Oct 2021 - Jun 2022 (8 months)

Update and standardize technical asset data in enterprise maintenance systems to improve traceability and compliance. Develop dashboards to visualize maintenance and production performance indicators.

Education

Degrees, certifications, and relevant coursework

Tecnológico de Monterrey logoTM

Tecnológico de Monterrey

Bachelor of Science, Industrial and Systems Engineering

Earned a B.S. in Industrial and Systems Engineering from Tecnológico de Monterrey (ITESM) in Monterrey.

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