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Javier AragonJA
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Javier Aragon

@javieraragon

Senior Data Analyst and BI specialist transforming operations into measurable outcomes with AI automation.

Canada
Message

What I'm looking for

I’m looking to lead BI and data engineering initiatives that improve operational excellence—governed dashboards, reliable pipelines, and practical ML/LLM automation that helps teams make faster, measurable decisions.

I’m a data-driven strategist with 8+ years transforming operational challenges into measurable business outcomes. My profile blends data engineering (BigQuery, SQL, ETL/ELT) with advanced BI (Power BI, Tableau, Looker) and ML/statistical modeling, plus AI/LLM automation.

In recent work, I architected an operational Labor Management System in Tableau used by 500+ decision-makers daily, redesigned BigQuery monitoring for real-time capacity utilization detection, and unified multiple systems into a single source of truth—saving 400+ hours annually in audits. I also led BI governance across three countries, delivering 15+ dashboards and 100+ audited metrics while driving a 65% adoption increase.

I’m equally focused on making analytics accessible: I pioneered AI-driven reporting pipelines and deployed an LLM-powered Q&A bot so stakeholders can self-serve insights without friction. I bring a continuous improvement mindset from Lean Six Sigma Yellow Belt training and consistently turn data into action-ready decisions.

Experience

Work history, roles, and key accomplishments

Mercado Libre logoML
Current

Senior Data Analyst

Jul 2025 - Present (11 months)

Architected a Labor Management System in Tableau that measures workforce productivity across Brazil and Mexico, serving 500+ regional decision-makers daily. Unified LMS/TMS/FOS data into a single source of truth and redesigned BigQuery monitoring to reduce audit workload by 400+ hours annually while increasing BI adoption 65%.

MW
Current

Data Consultant

Multi-client Windsor

Jan 2022 - Present (4 years 5 months)

Built and governed Power BI financial dashboards consolidating 5+ Excel sources and replaced a fragile VBA workbook with a reliable data model for WoW/MoM tracking. Designed an Amazon FBA profitability system reconciling bank statements to P&L at SKU level and deployed an LLM Q&A bot to enable autonomous analytics access.

Education

Degrees, certifications, and relevant coursework

National Autonomous University of Mexico (UNAM) logoNU

National Autonomous University of Mexico (UNAM)

Master of Science, Earth Sciences

2014 - 2017

Grade: Honorable Mention

Earned an MSc in Earth Sciences at UNAM, graduating with an Honorable Mention.

National Autonomous University of Mexico (UNAM) logoNU

National Autonomous University of Mexico (UNAM)

Bachelor of Science, Physics

2007 - 2012

Earned a BSc in Physics at UNAM.

Tech stack

Software and tools used professionally

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