Evans J.

Key Skills

Software

Snorkel AI

Top Subject Matter

Frontier LLM evaluation and AI behavior research

AI training support content and evaluation

Academic content creation for learning outputs

Top Data Types

Text

Audio

Video

Top Task Types

RLHF

Fine-tuning

Prompt + Response Writing (SFT)

Transcription

Segmentation

Text Summarization

Freelancer Overview

AI Training & Behavioral Research Fellow — Handshake AI & Prolific (2025–Present). Brings 5+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Bachelor's Degree in Education, University of Nairobi. AI-training focus includes data types such as Text and Audio and labeling workflows including RLHF, Fine-tuning, and Prompt + Response Writing (SFT).

Labeling Experience

AI Training & Behavioral Research Fellow — Handshake AI & Prolific (2025–Present)

OtherTextRLHF

Evaluated and refined outputs for frontier LLMs with a focus on reasoning, safety, and accuracy, using high-quality prompt design. Provided training data aligned to model behavior goals and research requirements. Participated in behavioral and cognitive studies to improve AI performance. • RLHF-style output evaluation and refinement • Prompt engineering for training data creation • Reasoning, safety, and accuracy quality checks • Behavioral/cognitive research participation

2025 - Present

AI training content creation — Verblio (2024–Present)

OtherTextFine-tuning

Created and delivered SEO-driven training content and high-converting inbound marketing articles intended to support AI training and model-related data needs. Produced long-form content aligned with client objectives and content strategy requirements. Continued ongoing content generation work while applying training-oriented evaluation and delivery practices. • Content creation for AI/training data contexts • Prompt/content alignment to objectives • Long-form SEO article production • Ongoing contributions from 2024 to present

2024 - Present

Academic Consultant & Subject Matter Expert — Course Hero, Writerbay & EssayPro (2023–Present)

OtherTextPrompt + Response Writing (SFT)

Developed study guides and instructional materials for university curricula with an emphasis on AI-assisted learning preparation. Provided academic writing, editing, and tutoring in English and humanities that supports structured learning outputs. Worked on transcription-style localization and proofreading tasks using academic style guides. • Study guide and instructional material creation • Academic writing and tutoring support • Copyediting/proofreading in APA/MLA/Chicago styles • Localization-oriented text cleanup

2023 - Present

Audio Transcriber & Localization Specialist — Verbit (2020–2023)

OtherAudioTranscription

Edited and processed AI-generated transcripts to achieve high accuracy across multiple domains. Handled technical jargon, accents, and tight deadlines during transcript correction. Performed audio transcription and localization to produce usable text outputs for downstream use. • Transcript editing and accuracy correction • Handling accents and technical jargon • Localization of spoken content to text • Meeting deadline-driven transcription workflows

2020 - 2023

Education

Work History