Kyrian Ukpaka

Key Skills

Software

Mercor

Labelbox

Telus

Scale AI

OneForma

Remotasks

Top Subject Matter

Project Management

Generalist

AI Training & Quality Evaluation

Top Data Types

Text

Image

Document

Top Task Types

Prompt Response Writing SFT

Entity Ner Classification

Object Detection

Bounding Box

Classification

Text Generation

Question Answering

Text Summarization

Transcription

Evaluation Rating

Data Collection

Freelancer Overview

AI Project Management Expert — Freelance Contributor. Brings 11+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Mercor, Labelbox, and Telus. Education includes Master of Business, Entrepreneurship and Technology, University of Waterloo (2020) and Bachelor of Pharmacy, Madonna University (2015). AI-training focus includes data types such as Text and Image and labeling workflows including Prompt + Response Writing (SFT), Evaluation, and Rating.

Labeling Experience

AI Project Management Expert — Freelance Contributor

MercorTextPrompt Response Writing SFT

As a freelance AI Project Management Expert at Mercor, I contributed domain expertise to AI model training through structured prompt and scenario authoring. I evaluated and ranked AI-generated responses to improve model accuracy and inform fine-tuning. I also assisted in prompt design and edge-case testing for enterprise AI tools. • Provided structured project management responses and workflow descriptions for LLM training • Ranked and evaluated AI outputs for accuracy and completeness • Delivered feedback on professional relevance and model improvement • Assisted in edge-case test scenario creation for enterprise AI solutions

As a freelance AI Project Management Expert at Mercor, I contributed domain expertise to AI model training through structured prompt and scenario authoring. I evaluated and ranked AI-generated responses to improve model accuracy and inform fine-tuning. I also assisted in prompt design and edge-case testing for enterprise AI tools. • Provided structured project management responses and workflow descriptions for LLM training • Ranked and evaluated AI outputs for accuracy and completeness • Delivered feedback on professional relevance and model improvement • Assisted in edge-case test scenario creation for enterprise AI solutions

2025 - Present

AI Generalist Annotator — Freelance Contributor

LabelboxText

As a freelance AI Generalist Annotator with Alignerr (Labelbox), I worked on cross-domain annotation and evaluation of diverse datasets. Tasks included annotation, ranking, and quality assessment of AI-generated outputs for enterprise model training pipelines. I ensured adherence to guidelines and maintained high-quality metrics across multiple tasks. • Completed text, image, and multimodal dataset annotation for varied model training • Evaluated logical coherence and factual accuracy in AI content • Maintained high accuracy through guideline adherence and self-review • Supported enterprise AI training pipelines as a domain-expert annotator

As a freelance AI Generalist Annotator with Alignerr (Labelbox), I worked on cross-domain annotation and evaluation of diverse datasets. Tasks included annotation, ranking, and quality assessment of AI-generated outputs for enterprise model training pipelines. I ensured adherence to guidelines and maintained high-quality metrics across multiple tasks. • Completed text, image, and multimodal dataset annotation for varied model training • Evaluated logical coherence and factual accuracy in AI content • Maintained high accuracy through guideline adherence and self-review • Supported enterprise AI training pipelines as a domain-expert annotator

2024 - Present

AI Data Annotator & Pharmacy Domain Expert

TelusTextEntity Ner Classification

As an AI Data Annotator & Pharmacy Domain Expert at Telus International AI, I specialized in medical and pharmaceutical text annotation, review, and evaluation. My work involved annotating and quality reviewing clinical and drug-related texts for scientific accuracy and safety. I also performed image and audio annotation in healthcare-adjacent datasets. • Annotated and reviewed clinical, pharmaceutical, and medical text datasets • Evaluated AI-generated medical responses for clinical appropriateness and harm avoidance • Offered structured feedback to refine annotation guidelines and taxonomy • Conducted image and audio annotation following healthcare guidelines

As an AI Data Annotator & Pharmacy Domain Expert at Telus International AI, I specialized in medical and pharmaceutical text annotation, review, and evaluation. My work involved annotating and quality reviewing clinical and drug-related texts for scientific accuracy and safety. I also performed image and audio annotation in healthcare-adjacent datasets. • Annotated and reviewed clinical, pharmaceutical, and medical text datasets • Evaluated AI-generated medical responses for clinical appropriateness and harm avoidance • Offered structured feedback to refine annotation guidelines and taxonomy • Conducted image and audio annotation following healthcare guidelines

2024 - 2025

AI Media Annotator — Image & Audio Specialist

Scale AIImageObject Detection

As an AI Media Annotator at Outlier AI (Scale AI), I contributed to visual and audio data labeling projects covering object detection, scene classification, and audio transcription. I ensured high annotation accuracy under tight deadlines and across multiple project tracks. I adapted quickly to various annotation tools and task guidelines for effective delivery. • Labeled and categorized images for object detection and scene analysis • Transcribed, segmented, and annotated audio for speech recognition models • Maintained high accuracy above platform quality thresholds • Adhered to dynamic annotation guidelines and interfaces

As an AI Media Annotator at Outlier AI (Scale AI), I contributed to visual and audio data labeling projects covering object detection, scene classification, and audio transcription. I ensured high annotation accuracy under tight deadlines and across multiple project tracks. I adapted quickly to various annotation tools and task guidelines for effective delivery. • Labeled and categorized images for object detection and scene analysis • Transcribed, segmented, and annotated audio for speech recognition models • Maintained high accuracy above platform quality thresholds • Adhered to dynamic annotation guidelines and interfaces

2022 - 2023

Education

Work History