Maxwell Y.

Key Skills

Software

Label Studio

Top Subject Matter

AI/LLM training data labeling and quality assurance

Top Data Types

Text

Image

Top Task Types

RLHF

Freelancer Overview

Complemented by my recent graduation from Maseno University in 2024, I bring a strong analytical foundation and a commitment to data integrity. My professional approach is characterized by a high quality-assurance score and the ability to navigate live-proctored vetting environments. By combining technical proficiency in tools like Labelbox and CVAT with meticulous attention to detail, I provide the precise human insights necessary to refine and advance sophisticated machine learning systems.

Labeling Experience

Freelance Data Labeler & AI Trainer at Open Train AI

Label StudioTextRLHF

Provided Reinforcement Learning from Human Feedback (RLHF) support to improve accuracy and safety of large language models (LLMs) by refining training signals. Conducted high-precision labeling for multiple data formats according to strict, project-specific guidelines. Collaborated with global teams to identify and flag edge cases and maintain dataset robustness for AI training. • Used RLHF processes as part of LLM training workflows. • Followed detailed labeling guidelines to ensure consistent outputs. • Performed continuous quality assurance through review and refinement of annotations. • Participated in live-proctored vetting and continuous skill assessments.

2024 - Present

Data Labeling and AI Training Project Experience

AudioRLHF

Transcribed spoken language from audio recordings into text, accurately capturing nuances in speech and context. • Applied sentiment labels (positive, negative, neutral) to transcribed utterances, identifying emotional tone and intent. • Segmented audio files into meaningful conversational turns, preparing data for speech-to-text and natural language processing (NLP) models. • Ensured strict adherence to project-specific guidelines for transcription and sentiment classification, contributing to the robustness of AI training data.

2024 - 2025

Education

Work History