Adrian T.

Key Skills

Software

Labelbox

Label Studio

Top Subject Matter

Sales strategy and customer needs assessment (LLM-like evaluation/rubric analogy)

Quality assurance via instruction adherence (rubric-like consistency)

Quality evaluation against defined standards (LLM-like rating)

Top Data Types

Text

Image

Video

Top Task Types

Text Summarization

Data Collection

Classification

Freelancer Overview

AI-Relevant Contributor — Wireless Sales Associate (LLM response evaluation & prompt reasoning analogy), Premium Retail . Brings 9+ years of professional experience across complex professional workflows, research, and quality-focused execution. Education includes High School Diploma, Lovejoy High School (2017). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

AI-Relevant Contributor — Wireless Sales Associate (LLM response evaluation & prompt reasoning analogy), Premium Retail Services, Walmart, Colorado Springs, CO

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Provided evaluation-like quality checks by applying structured criteria to assess customer needs and determine optimal solutions, analogous to rating LLM outputs against rubrics. Demonstrated consistent, detail-oriented judgment in ambiguous cases without escalation, reflecting independent QA workflows used in AI training. Maintained high accuracy and repeatable decision-making across varied task types. • Evaluated scenarios against defined criteria to select the best outcome • Applied critical reasoning to handle edge cases and ambiguity • Tracked and reviewed outcomes systematically using digital tools • Produced consistent quality deliverables in a remote/independent style

2024 - Present

Instruction-Following & QA — Construction Laborer, Labor Dept, Colorado Springs, CO

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Performed precise instruction-following and quality assurance across multi-step tasks, demonstrating the ability to apply evaluative criteria consistently. Adapted to evolving project requirements while working independently without a minimum-hour commitment, similar to project-based AI training workflows. Maintained compliance and safety standards through careful adherence to detailed guidelines. • Followed detailed, multi-step instructions accurately • Applied QA-style evaluative criteria consistently • Worked fully independently with no supervisory escalation • Managed tasks across varied requirements with steady quality

2023 - 2024

Quality Evaluation — Car Detailer, Advanced Auto Care, Colorado Springs, CO

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Conducted meticulous quality evaluations against defined standards for vehicle interior and exterior condition, mirroring rubric-based evaluation of AI outputs. Delivered time-sensitive, independently executed assessments with high accuracy and consistency for dealership clients. Applied consistent evaluative judgment to determine whether quality met specified criteria. • Assessed items against predefined standards/definitions • Improved perceived quality through targeted checks and corrections • Produced accurate, consistent evaluations on schedule • Executed work independently for time-sensitive deliverables

2019 - 2021

Education

Work History