Open to opportunities

JUAN CANTU

@juancantu

I am an experienced operations and administrative manager driving process reengineering, financial control, and team performance.

Mexico

Message

What I'm looking for

I seek an operations or administrative leadership role in a growth-oriented organization where I can apply process reengineering, budgeting and KPI-driven decisions to improve efficiency, profitability and team performance.

I am a senior operations and administrative manager with extensive experience across commercial, public and industrial sectors, focused on improving efficiency and profitability.

I have led procurement and revenue operations, managed budgets and financial statements, and supported ISO recertification efforts while integrating income and expense reporting to enable timely, reliable decisions.

I drive process reengineering, supply-chain optimization and production troubleshooting, delivering measurable production and operational improvements in short timeframes while maintaining internal control and quality standards.

I lead teams through KPI-driven management, mentoring and delegation, and I combine classroom teaching and data-evaluation experience (labeling, LLM and search evaluation) with a proven record of sustainable growth and cross-functional project delivery.

Experience

Work history, roles, and key accomplishments

Current

Labeling / LLM / Search Engine Evaluator

Current

Home Office

Oct 2017 - Present (7 years 10 months)

Perform remote data evaluation, labeling, LLM assessments, search engine evaluation and transcription since October 2017, delivering annotated datasets and quality assessments.

Data Labeling Search Engine Evaluation Transcription Data Annotation Quality Assurance Remote Work

Mathematics Teacher

UVM University

Jul 2016 - Jun 2017 (11 months)

Taught mathematics courses at UVM Chihuahua campus, delivering curriculum and supporting student performance during the 2016–2017 academic year.

Mathematics Probability Statistics Teaching Curriculum Development Classroom Management

Revenue Division Leader

Ministry of Finance, Chihuahua

Feb 2016 - Nov 2016 (9 months)

Led the revenue division and procurements for the Toll Roads Department, integrated budgets and reengineered procurement processes to improve reporting and controls.

Procurement Budgeting Reengineering Financial Reporting Stakeholder Management Project Management

Manager

Nacional Monte de Piedad, I.A.P.

Jan 2010 - Jan 2014 (4 years)

Managed branch operations statewide for a pawn shop chain, driving 10–20% annual growth in allocated units and delivering monthly results 8–12% above projections.

Branch Management Financial Reporting Budgeting Growth Strategy Risk Management

Operational Vice Principal

Del Bravo

Jan 1996 - Jan 2010 (14 years)

Led operations and business planning for an automotive accessories retailer, maintaining budgets within a 3% margin and supporting average annual growth of ~10%.