Arnold Okoyo

Key Skills

Software

CloudFactory

Data Annotation Tech

Figure Eight

HiveMind

LabelImg

Mighty AI

Mindrift

OneForma

Label Studio

Labelbox

Top Subject Matter

No subject matter listed

Top Data Types

Audio

Computer Code Programming

Image

Top Task Types

Classification

Computer Programming/Coding

Evaluation/Rating

Prompt + Response Writing (SFT)

Routing

Freelancer Overview

Freelance AI trainer and data analyst with a B.Sc. in Mathematics and over 3 years of hands-on experience in Python, LLM evaluation, prompt engineering, and structured data workflows. Skilled in designing challenging prompts, correcting AI outputs, and scoring LLM performance using domain specific criteria. Experienced with JSON, Markdown, Python scripting, and QA. Adept at training AI systems in text generation, classification, summarization, and functional testing. Passionate about advancing ethical AI through accuracy, reasoning, and human-aligned feedback.

Labeling Experience

Freelance AI Trainer / Prompt Engineer

Label StudioComputer Code ProgrammingClassificationText Generation

Reviewed, annotated, and scored AI-generated text and Python code for correctness, safety, and coherence. Tasks included prompt-response writing, logic evaluation, red teaming, and classification. Developed scoring rubrics and delivered structured feedback using Markdown and JSON formats. Used internal tooling and scripts to streamline QA and workflow efficiency. Labeled thousands of outputs across diverse domains including reasoning, programming, summarization, and conversational flow.

Reviewed, annotated, and scored AI-generated text and Python code for correctness, safety, and coherence. Tasks included prompt-response writing, logic evaluation, red teaming, and classification. Developed scoring rubrics and delivered structured feedback using Markdown and JSON formats. Used internal tooling and scripts to streamline QA and workflow efficiency. Labeled thousands of outputs across diverse domains including reasoning, programming, summarization, and conversational flow.

2024

AI Workflow Specialist (Contract)

LabelboxTextClassificationQuestion Answering

Worked on internal QA and data labeling tasks for a U.S.-based AI platform. Reviewed thousands of LLM outputs for logic, syntax, structure, factual consistency, and instruction following. Assigned scores using structured criteria, categorized responses, and flagged problematic completions. Created tools to semi-automate parts of the annotation process. Delivered high-consistency feedback using Python, JSON, and platform-integrated tools.

Worked on internal QA and data labeling tasks for a U.S.-based AI platform. Reviewed thousands of LLM outputs for logic, syntax, structure, factual consistency, and instruction following. Assigned scores using structured criteria, categorized responses, and flagged problematic completions. Created tools to semi-automate parts of the annotation process. Delivered high-consistency feedback using Python, JSON, and platform-integrated tools.

2023 - 2023

Education

Work History