Open to opportunities

elvis User

@elvisuser2

Message

I evaluate LLM outputs to improve accuracy, safety, alignment, and user value.

Zimbabwe

Message

What I'm looking for

I’m looking for work where I can evaluate and improve LLM responses using rubrics, RLHF-inspired methods, and structured feedback—helping strengthen accuracy, safety, alignment, and instruction adherence.

I’m a Certified AI Trainer and Data Annotation Specialist focused on evaluating Large Language Model (LLM) outputs. I use structured guidelines, rubrics, taxonomies, and RLHF-based evaluation methodologies to drive improvements in performance and reliability.

In freelance AI training (2023–present), I assess AI-generated content for reasoning quality, factual accuracy, instruction adherence, safety concerns, and overall user value. I strengthen dataset consistency through taxonomy-based classification, annotation review, and quality validation.

I also support model alignment efforts through response ranking, comparative evaluation, and preference-based review. My work emphasizes identifying factual inaccuracies, reasoning flaws, instruction-following failures, and actionable, structured feedback that helps teams refine clarity and usefulness.

Beyond evaluation, I build AI-powered workflow systems as a Founder & Creative Director, integrating AI automation tools to streamline lead management, customer engagement, and follow-up processes. I bring a practical, outcome-driven mindset that combines quality assurance with automation and prompt optimization.

Experience

Work history, roles, and key accomplishments

Current

Interior Designer

Current

Luxe

Jan 2024 - Present (2 years 6 months)

Provided client-focused interior design solutions balancing functionality, aesthetics, and user experience requirements. Developed design concepts and implementation plans to improve space utilization and project outcomes.

Interior Design Design Concepts Design Aesthetics UX Focused Requirements

Current

AI Trainer & Data Annotator

Current

Freelance / Independent Projects

Jan 2023 - Present (3 years 6 months)

Evaluated LLM outputs against structured guidelines, rubrics, and QA frameworks, including response ranking and RLHF-inspired preference assessment. Performed AI data annotation and taxonomy-based classification while identifying accuracy, reasoning, instruction adherence, and safety issues.

LLM Evaluation AI Output Evaluation Response Ranking Prompt Engineering Data Annotation Quality Assurance Review

Current

Founder & Creative Director

Current

Hull Creations

Jan 2018 - Present (8 years 6 months)

Delivered branding, UX/UI, and digital transformation projects for clients, integrating AI-powered tools to improve workflow efficiency. Built automation systems to streamline lead generation, customer engagement, and follow-up operations.

Branding UX UI Design Digital Transformation AI Workflow Automation AI Automation Workflow Automation Lead Generation

Education

Degrees, certifications, and relevant coursework

University of Eldoret

Bachelor of Science in Informatics, Informatics

Earned a Bachelor of Science in Informatics from the University of Eldoret.

AidraLabs

AI Training & Data Annotation Certification, AI Training & Data Annotation

Activities and societies: AI Training Tasks; Response Rating & Ranking; Error Labeling; RLHF Fundamentals; SFT/STF Fundamentals; RAG Fundamentals; AI Safety & Model Alignment

Completed an AI Training & Data Annotation certification covering response rating and ranking, error labeling, and RLHF fundamentals.