Francis H.

Key Skills

Software

No software listed

Top Subject Matter

Natural Language Processing/AI Content Evaluation

Legal Services & Contract Review

Regulatory Compliance & Risk Analysis

Top Data Types

Text

Document

Top Task Types

Data Collection

Text Summarization

Question Answering

Prompt + Response Writing (SFT)

Function Calling

Freelancer Overview

Freelance Data Specialist (Text Annotation, Prompt Testing). Brings 15+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Internal and Proprietary Tooling. Education includes Bachelor of Environmental Studies, Kenyatta University (2012). AI-training focus includes data types such as Text and labeling workflows including Text Annotation.

Labeling Experience

Freelance Data Specialist (Text Annotation, Prompt Testing)

Text

Performed text annotation, content evaluation, and prompt testing for AI-related tasks on a freelance basis. Ensured the confidentiality and accuracy of sensitive data throughout the process. Contributed to the improvement of AI models' performance in understanding and generating natural language. • Accurately labeled and annotated a range of text datasets for machine learning projects. • Evaluated and rated AI-generated outputs to support model refinement. • Conducted prompt testing and provided structured feedback to inform model updates and fine-tuning. • Utilized internal/proprietary tools for labeling, maintaining high data quality standards.

2020 - 2025

Education

Work History