Janet M.

Key Skills

Software

Other

Top Subject Matter

LLM evaluation for Swahili/English language models

Visual media quality assessment and labeling for AI datasets

Legal Services & Contract Review

Top Data Types

Text

Video

Image

Document

Top Task Types

Classification

Freelancer Overview

Individual Contracted Freelancer — AI Data and Language (Sw) Specialist. Brings 10+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Diploma in Public Relations, St. Paul’s University (2015) and Certificate in Business Information Systems, Nairobi Institute of Business Studies (2008). AI-training focus includes data types such as Text and Video and labeling workflows including Evaluation, Rating, and Classification.

Labeling Experience

Individual Contracted Freelancer — AI Data and Language (Sw) Specialist (Visual Media QA/Labeling)

OtherVideoClassification

Provided multimedia labeling and quality assessment support as part of AI dataset preparation. Labeled and categorized video and image data, and reviewed visual media for consistency and realness accuracy. Assisted in ensuring labeled datasets matched expected quality standards for downstream AI use. • Labeled and categorized video data • Labeled and categorized image data • Assessed visual consistency and realism accuracy • Performed visual media quality assurance before use

2023 - Present

Individual Contracted Freelancer — AI Data and Language (Sw) Specialist

OtherText

Worked as an AI Data and Language (Swahili/EN) Specialist performing evaluation and rating of AI-generated responses. Reviewed Swahili/English prompts and assessed fulfillment, relevance, factuality, and accuracy against given criteria. Ensured outputs were not hallucinated and were culturally nuanced for target audiences. • Rated response fulfillment, factuality, and relevance • Evaluated interpreted content for hallucination risk and fairness • Assessed grammar and provided proofreading suggestions • Flagged canned/boilerplate responses that failed evaluation criteria

2023 - Present

Education

Work History