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Leslie VarelaLV
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Leslie Varela

@leslievarela

I’m a principal consultant specializing in process improvement, structured evaluation frameworks, and precise operational documentation.

United States
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What I'm looking for

I’m looking for a detail-driven team where I can lead process improvement, build SOPs and KPI systems, and deliver rigorous evaluation frameworks—working independently in a structured environment to produce measurable operational outcomes.

I’m an analytical operations professional with 32 years of cross-sector experience in process improvement, workflow design, and structured documentation. I bring rigorous critical thinking, precise written communication, and disciplined evaluation of complex operational scenarios—especially when content is ambiguous or multi-layered.

Right now, I work as an independent AI response evaluator, producing clear, well-evidenced rationales while applying strict, guideline-based judgment for accuracy, coherence, and reasoning quality. I also founded and lead Legacy Line Operations, creating the Operational Clarity Framework™ and a 125-point Operational Clarity Scorecard™ to deliver criteria-based scoring, SOPs, and improvement plans without relying on AI writing assistance. Previously, I led and supported service operations and financial workflows, including reducing billing cycle time by 60% and dramatically compressing process timelines (16 days to under 24 hours) through structured workflow evaluation and redesign.

Experience

Work history, roles, and key accomplishments

PA
Current

AI Response Evaluator

Project Ohm — Handshake AI

Jan 2025 - Present (1 year 4 months)

Evaluates AI-generated responses for accuracy, coherence, and reasoning quality against structured assessment guidelines, providing clear evidence-based rationales. Applies consistent, honest judgment while strictly adhering to evaluation rubrics.

LO
Current

Founder & Principal Consultant

Legacy Line Operations

Jan 2025 - Present (1 year 4 months)

Designed the Operational Clarity Framework and a 125-point Operational Clarity Scorecard with structured diagnostic tools, scoring rubrics, and evaluation protocols. Authored criteria-based case study research and produced process documentation and improvement plans without using AI writing assistance.

GC

Enterprise Service Ops Analyst

Grundfos CBS

Jan 2021 - Jan 2024 (3 years)

Supported global operations across service, finance, and supply chain teams by conducting structured workflow and operational data analysis. Reduced process timelines from 16 days to under 24 hours and maintained operational reporting systems requiring precise documentation and data accuracy.

RC

Service Administrator

R.F. MacDonald Co.

Jan 2019 - Jan 2021 (2 years)

Managed billing workflows and documentation with strong attention to detail and data accuracy. Supported reconciliation, validation, and reporting processes and improved documentation systems for consistency.

Education

Degrees, certifications, and relevant coursework

Arizona State University logoAU

Arizona State University

Bachelor of Arts, Organizational Leadership (Project Management)

Grade: GPA: 3.63

Bachelor of Arts in Organizational Leadership with a Project Management concentration at Arizona State University, expected December 2026.

Oxnard College logoOC

Oxnard College

Associate of Science, Liberal Arts

Grade: Honors

Associate of Science in Liberal Arts (Honors) from Oxnard College.

Tech stack

Software and tools used professionally

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