Jeffrey M.

Key Skills

Software

Label Studio

Other

Top Subject Matter

Customer support text (intent, sentiment, and PII privacy labeling)

Legal Services & Contract Review

Regulatory Compliance & Risk Analysis

Top Data Types

Computer Code Programming

Text

Document

Top Task Types

Computer Programming/Coding

Classification

Freelancer Overview

Data Labeling Analyst (Job Simulation) - Forage AI. Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Bachelor of Science, University of Eldoret and Kenya Certificate of Secondary Education, Maseno School. AI-training focus includes data types such as Text and labeling workflows including Classification.

Labeling Experience

Data Labeling Analyst (Job Simulation) - Forage AI

OtherTextClassification

Worked as a Data Labeling Analyst in a Forage AI job simulation focused on reviewing real customer support messages. Labeled each message using a consistent schema to capture intent, sentiment, and PII information while handling ambiguous cases. Reviewed other annotators’ work to find inconsistencies and propose guideline improvements for better consistency. • Labeled intent categories and sentiment labels • Identified and labeled PII entities using privacy-focused rules • Wrote brief rationales for edge-case decisions • Conducted quality checks on peer labeling output

2026 - Present

Education

Work History