Felicitas A.

Key Skills

Software

Mindrift

Other

Top Subject Matter

AI training and LLM response evaluation

Multilingual linguistic tutoring and language content evaluation

Top Data Types

Text

Audio

Top Task Types

Transcription

Segmentation

Classification

Text Generation

Question Answering

Text Summarization

Fine-tuning

Evaluation/Rating

Freelancer Overview

AI Trainer-Writer. Brings 6+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Mindrift and Other. Education includes Igbo Language Tutor, University of Nigeria Secondary School Nsukka (2021) and Fundamentals of Media Relations, Muck Rack (2024). AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Translation.

Labeling Experience

Igbo Language Tutor

OtherText

Developed and curated Igbo lesson guides across language proficiency levels to support linguistic learning and structured content. Provided hands-on tutoring focused on Igbo speaking and writing skill development, including conversational interaction practice. Created level-appropriate exam questions and learning materials to evaluate learner understanding. • Linguistic content preparation and localization for Igbo • Assessment material creation (exam questions) • Language QA via proofreading and language accuracy focus • Transcription-style language practice using audio/speech validation

2021 - Present

AI Trainer-Writer

MindriftText

Conducted analytical research on AI responses to verify logical and factual accuracy, improving overall LLM performance. Crafted instructional question-and-response materials to teach AI reasoning and more natural communication. Applied human-in-the-loop editing and Retrieval-Augmented Generation (RAG) techniques to reduce hallucinations and lower error rates. • AI response evaluation and quality checking • Human-in-the-loop edits to improve outputs • RAG-based mitigation of unsupported claims • Question/response writing for model training

2026 - 2026

Education

Work History