Vincent M.

Key Skills

Software

Mercor

Clickworker

Other

Top Subject Matter

AI Training and Data Annotation

AI Model Training and Optimization

Legal Services & Contract Review

Top Data Types

Text

Document

Audio

Image

Top Task Types

Question Answering

Text Summarization

Transcription

Classification

Freelancer Overview

Freelance Data Annotation & Transcription Assistant. Brings 1+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. Education includes Primary School Certificate, St Mark Bukiri Primary School (2017) and High School Diploma, St Marys Boys High School, Kibabii (2021). AI-training focus includes data types such as Text and labeling workflows including Classification, Evaluation, and Rating.

Labeling Experience

AI Training & Dataset Optimization Contributor

Text

As an AI Training & Dataset Optimization contributor, I participated in large-scale dataset labelling, ranking, and quality assurance for AI model improvement. I was responsible for evaluating AI-generated responses and providing structured feedback during training cycles. My tasks included annotation accuracy reviews, content moderation, and compliance verification. • Performed response evaluation and ranking for conversational AI systems. • Labeled and categorized data for large datasets used in machine learning. • Conducted annotation consistency checks and quality assurance reviews. • Supported dataset organization and validation for AI development workflows.

2024 - Present

Freelance Data Annotation & Transcription Assistant

OtherTextClassificationTranscription

As a Freelance Data Annotation & Transcription Assistant, I performed labeling tasks on diverse datasets for AI training and evaluation. My responsibilities included annotating text, images, and conversational data following project guidelines and maintaining high accuracy. I contributed to data quality through cleaning, tagging, segmentation, and metadata organization. • Conducted transcription, prompt evaluation, and response ranking for AI systems. • Used structured formats such as JSON and YAML for data annotation and formatting. • Reviewed and corrected AI-generated outputs to ensure compliance with guidelines. • Managed remote annotation projects independently, consistently meeting deadlines and quality standards.

2024 - Present

Education

Work History