Macanim A.

Key Skills

Software

Other

Top Subject Matter

Physics (Mechanics, Thermodynamics, Quantum, Electromagnetism)

STEM (Physics and Advanced Math)

Top Data Types

Text

Top Task Types

No task types listed

Freelancer Overview

Physics Curriculum Data Evaluator & Instructor — The Wheeler School (Providence, RI). Brings 7+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal, Proprietary Tooling, and Other. Education includes Bachelor of Science, Brown University (2022). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

Physics Curriculum Data Evaluator & Instructor — The Wheeler School (Providence, RI)

Text

Served as a Physics Curriculum Data Evaluator and Instructor, reviewing and grading analytical physics problem-solving workflows with a focus on logical correctness and factual precision. Created and refined step-by-step structural physics “gold standard” explanations and categorized misconceptions to support quality improvements. Performed rigorous evaluation that parallels hallucination tagging and negative-example generation for complex scientific content. • Reviewed and annotated logic-tracking reasoning workflows. • Designed ground-truth step-by-step explanations using LaTeX and Markdown. • Classified student conceptual and computational errors for dataset enrichment. • Generated or validated simulation-style training data using Python-based verification tools.

2022 - Present

STEM Data Quality Consultant / Remote Content Reviewer — Independent Contractor (Remote)

OtherText

Worked as a STEM Data Quality Consultant and remote content reviewer, verifying physics and math problem sets for factual correctness and computational stability. Delivered structured written feedback that clarified the intended logical reasoning path for advanced STEM solutions. Ensured dataset quality through strict accuracy metrics in high-volume production workflows. • Evaluated and refined physics and math problem-set datasets for factual correctness. • Produced step-by-step written feedback loops for multi-stage equation solving. • Applied strict quality controls to prevent computational drift. • Maintained high accuracy under volume-heavy queues for distributed platforms.

2020 - 2022

Education

Work History