Samuel O.

Key Skills

Software

Don't disclose

Top Subject Matter

Instructional leadership applied to AI training/label quality processes (evaluation, feedback, QA)

Legal Services & Contract Review

Regulatory Compliance & Risk Analysis

Top Data Types

Text

Document

Top Task Types

Text Summarization

Entity (NER) Classification

Data Collection

Transcription

Prompt + Response Writing (SFT)

Function Calling

Freelancer Overview

Teacher / Instructional Leader (AI training/label QA-relevant instructional evaluation and feedback). Brings 10+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Don't disclose. Education includes Bachelor of Education Arts, Kenyatta University (2019). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

Teacher / Instructional Leader (AI training/label QA-relevant instructional evaluation and feedback)

Don't discloseText

Led structured training and mentoring using consistent evaluation criteria, providing detailed feedback, and driving performance improvements aligned with guideline adherence and quality assurance practices. Applied accuracy and consistency checks to ensure learners met defined standards, which maps to quality control for labeled datasets and evaluation workflows. Translated curriculum and assessment processes to digital platforms while troubleshooting issues to maintain high-quality outcomes and compliance with requirements. • Created and applied evaluation rubrics/guidelines to assess outputs • Delivered constructive feedback to improve accuracy and consistency • Troubleshot technical issues to ensure assessment/training integrity • Ensured adherence to process requirements in fast-paced environments

2019 - Present

Education

Work History