Edwin T.

Key Skills

Software

iMerit

Other

Top Subject Matter

Computer Science & Data Science (AI research, data annotation)

AI/data-related and language-based content for model training

AI/data-related language tasks for training

Top Data Types

Text

Document

Top Task Types

Data Collection

Prompt + Response Writing (SFT)

Question Answering

Freelancer Overview

AI Research Scientist (Contract) — iMerit Technology. Brings 9+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include iMerit and Other. Education includes Bachelor of Arts, University of North Carolina at Chapel Hill (2020) and LLM, University of Oklahoma College of Law (2024). AI-training focus includes data types such as Computer Code, Programming, and Text and labeling workflows including Data Collection, Prompt + Response Writing (SFT), and Question Answering.

Labeling Experience

Freelancer (Contract) — RWS Group

OtherTextQuestion Answering

Completed freelance AI/data-related and language-based tasks supporting AI/data and content projects. Contributed to AI model training activities through task-based delivery of language-oriented work products. Performed remote contract work aligned to client or platform specifications. • Supported AI model training and content-related projects • Performed language-based AI/data tasks • Delivered remote freelance contract outputs • Applied guidance from project/task instructions

2026 - Present

Freelancer (Contract) — Outlier

OtherTextPrompt + Response Writing (SFT)

Delivered contract AI/data and language-based tasks that contributed to AI model training and content-related projects. Produced or supported training data through language-focused work intended for downstream model improvement. Coordinated with project requirements to help generate usable outputs for AI training workflows. • Contributed to AI model training efforts • Worked on language-based and content-related tasks • Supported generation of training-oriented material • Completed freelance contract deliverables remotely

2026 - Present

AI Research Scientist (Contract) — iMerit Technology

iMeritData Collection

Served in AI research and data science contract work supporting model improvement initiatives through data annotation and related machine learning tasks. Worked on preparing and annotating datasets to enable training and evaluation for AI systems. Collaborated on research activities focused on improving downstream model performance. • Conducted data annotation and machine learning-related work • Supported AI research aimed at model performance gains • Contributed to dataset preparation for ML pipelines • Collaborated in a computer science and data science contract context

2026 - Present

Self-Employed (Freelancer/Consultant)

OtherTextData Collection

Provided AI/data-adjacent development and consulting services as a self-employed professional with ongoing project delivery. Worked on building secure and scalable applications that could support data processing and AI-related workflows. Focused on client outcomes through technical delivery and cybersecurity-aware engineering. • Delivered consulting services over multiple years • Supported application development aligned to client needs • Applied security-focused engineering practices • Continued freelance work across ongoing engagements

2018 - Present

Education

Work History