Samuel Zambrano Garza
@samuelzambranogarza
Data & Cloud Engineer building analytics-ready ETL pipelines with strong validation and support.
What I'm looking for
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
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.
Technical Support Engineer II
Advantive
Jul 2023 - Present (3 years)
Investigate production data issues across ERP, manufacturing, logistics, and shipping systems using SQL queries, Linux logs, and XML/JSON validation. Build reusable SQL validation queries and support root-cause analysis while coordinating with software and DevOps teams.
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.
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.
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
Bachelor of Science, Industrial and Systems Engineering
Earned a B.S. in Industrial and Systems Engineering from Tecnológico de Monterrey (ITESM) in Monterrey.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Portfolio
github.com/SamuGoduJob categories
Skills
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