Andrew P.

Key Skills

Software

No software listed

Top Subject Matter

Logistics & Supply Chain

Education & Training

History, International Relations, and Cultural Studies

Top Data Types

Text

Document

Top Task Types

No task types listed

Freelancer Overview

I bring extensive experience in instructional design, detailed evaluation, and high-precision data handling to AI training and data labeling projects. As a former university instructor, Fulbright Fellow, and teacher with a Master’s in History (Teaching Concentration), I have years of experience developing curricula, creating educational content, evaluating student work with clear and consistent feedback, and explaining complex topics in clear, structured ways. In logistics and manufacturing leadership roles, I managed large-scale inventory systems (improving accuracy from ~55% to 90%+), maintained 100% asset accountability for thousands of critical items in support of classified operations, and implemented systematic auditing and quality control processes. These roles required exceptional attention to detail, consistency, and the ability to quickly learn and apply domain-specific standards. What sets me apart is my combination of strong analytical and research skills (published author in academic and military history journals), proven training and mentoring background (Marine Corps Scout-Sniper Team Leader, logistics officer mentor, varsity coach), and a track record of delivering objective, high-quality evaluations under pressure. I am highly adaptable, culturally aware (Fulbright scholar with international teaching experience), and comfortable working with sensitive or complex subject matter. I excel at following detailed guidelines while providing thoughtful, nuanced feedback—skills directly transferable to data annotation, RLHF, LLM evaluation, red teaming, and domain-expert AI training tasks.

Education

Work History