Maxwell M.

Key Skills

Software

Remotasks

Appen

Scale AI

Clickworker

Data Annotation Tech

Top Subject Matter

AI response quality evaluation and safety/bias review

Clinical medicine documentation quality review

Top Data Types

Text

Document

Audio

Top Task Types

Diagnosis

Segmentation

Entity (NER) Classification

Point/Key Point

Text Generation

Question Answering

Text Summarization

Transcription

Evaluation/Rating

Freelancer Overview

AI Data Annotator and Feedback Specialist (Freelance, Remote). Brings 2+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Remotasks, Appen, and Scale AI. Education includes Diploma, Kenya Medical Training College (KMTC) and Diploma, Visualdo Institute. AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Diagnosis.

Labeling Experience

AI Data Annotator and Feedback Specialist (Freelance, Remote)

RemotasksText

Evaluated and improved large volumes of AI-generated responses by identifying issues affecting quality and reliability. Labeled outputs with structured feedback focused on factuality, logic, language quality, and safety alignment. Ensured guideline adherence and maintained consistency across repeated evaluation tasks. • Reviewed and improved 10,000+ AI-generated responses • Identified hallucinations, factual errors, and weak reasoning • Flagged harmful or biased content based on safety policies • Achieved 95%+ quality scores in internal reviews

2024 - Present

Clinical Medicine Pre-Intern (Various Clinics)

TextDiagnosis

Supported clinical documentation quality by analyzing patient information and ensuring accuracy in records. Applied critical thinking to support decision-making workflows while maintaining confidentiality and ethical standards. While not explicitly described as AI labeling, the role involved structured evaluation and quality checks on medical information. • Analyzed patient information for accurate documentation • Ensured documentation quality and correctness • Practiced critical thinking in clinical decision support • Maintained strict confidentiality and ethical standards

2023 - 2024

Education

Work History