James S.

Key Skills

Software

Other

Top Subject Matter

Editorial QA and factual verification (text content)

Quality assurance evaluation and deviation documentation (R&D/manufacturing)

STEM AI Evaluator | Chemical Engineering Materials Science & Advanced Chemistry & Advanced Mathematics

Top Data Types

Document

Text

Video

Top Task Types

Question Answering

Evaluation/Rating

RLHF

Prompt + Response Writing (SFT)

Classification

Text Summarization

Freelancer Overview

As a Chemical Engineering graduate (Cum Laude, UPLB) and a student researcher, I bring a highly specialized STEM background to AI training and data evaluation. My professional experience is rooted in rigorous academic research, technical R&D, and quality assurance. Certified in Six Sigma and experienced in advanced data modeling (R-Studio, Visual Basic) and process validation, I possess the high-level analytical problem-solving skills required to accurately evaluate, grade, and correct Large Language Models (LLMs) on complex mathematical, logical, and scientific reasoning prompts. What sets me apart is my dual expertise in hard sciences and strict editorial quality assurance. Serving as a former publication Editor-in-Chief equipped me with elite technical writing, fact-checking, and proofreading skills. This unique combination of advanced STEM knowledge and editorial precision allows me to excel in Reinforcement Learning from Human Feedback (RLHF), Supervised Fine-Tuning (SFT), and prompt evaluation. I am highly adept at identifying logical hallucinations, verifying factual accuracy against academic literature, and writing clear, comprehensive rationales for AI response grading.

Labeling Experience

Engineering Intern, Technical R&D at Philippine Batteries Incorporated (Motolite) | Jun 2025 – Aug 2025

Text

Executed quality assurance testing, process validation, and data analysis in a manufacturing setting to identify deviations from technical and quality standards. Documented R&D metrics clearly to support logical reporting and systematic problem-solving. This work involves evaluating outputs against predefined criteria and documenting labeled deviations for compliance. • QA testing and deviation identification • Process validation against standards • Data analysis for R&D metrics • Clear documentation of findings and outcomes

2025 - 2025

Former Associate Editor / Editor-in-Chief (Editorial evaluation and fact-checking) at ANG TANGLAW LNCHS | 2019–2021

OtherDocument

Led the editorial process as Editor-in-Chief, performing rigorous checks for factual accuracy, logical consistency, and grammatical correctness. Worked with staff to refine written outputs and maintain high standards across published materials. Applied evaluation criteria akin to response quality assessment to ensure consistency and reliability. • Managed editorial review workflows for submissions • Performed fact-checking and logic validation • Edited and proofread content for strict grammar • Provided feedback to improve clarity, tone, and structure

2020 - 2020

Education

Work History