James M.

Key Skills

Software

Other

Data Annotation Tech

OneForma

Top Subject Matter

Conversational AI / LLM data labeling and response evaluation

Customer data management and data entry

Top Data Types

Text

Image

Audio

Top Task Types

Classification

Text Summarization

Transcription

Freelancer Overview

AI Training Assistant / Data Annotator (Freelance / Remote). Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Bachelor of Commerce, Machakos University (2025). AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Classification.

Labeling Experience

AI Training Assistant / Data Annotator (Freelance / Remote)

OtherText

You evaluated AI-generated responses for accuracy and safety while supporting AI model improvement. You refined prompts for conversational AI systems and ensured dataset quality through systematic checks. You contributed to quality assurance to make labeled data more reliable for downstream training and deployment. • Accuracy verification of AI outputs • Safety considerations and compliance checks • Prompt refinement for better conversational behavior • Quality checks to ensure dataset correctness and consistency

2023 - Present

Customer Support & Data Entry Assistant (TOYOTA KENYA)

OtherTextClassification

You supported daily operations by maintaining accurate customer records and performing precise data entry. You managed documentation and handled customer inquiries through communication to resolve issues. While this role is not explicitly AI-labeling focused, it involved structured data handling with high accuracy requirements relevant to data readiness and dataset maintenance. • Customer record management and documentation • High-accuracy data entry and reporting • Handling customer inquiries via communication • Supporting operational systems for daily workflows

2021 - 2023

Education

Work History