Mowa I.

Key Skills

Software

No software listed

Top Subject Matter

LLM Prompt Engineering and Evaluation (Health, Legal, Financial, HR)

Multi-domain LLM Output Assessment (Health, Legal, Immigration)

Legal Services & Contract Review

Top Data Types

Text

Image

Document

Top Task Types

Prompt + Response Writing (SFT)

RLHF

Fine-tuning

Transcription

Data Collection

Text Generation

Question Answering

Text Summarization

Freelancer Overview

AI Trainer / Prompt Engineer / LLM Evaluator. Brings 11+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Internal and Proprietary Tooling. Education includes Bachelor of Science, Adekunle Ajasin University (2021). AI-training focus includes data types such as Text and labeling workflows including Prompt + Response Writing (SFT), Evaluation, and Rating.

Labeling Experience

LLM Evaluator / Agent Output Rater

Text

I evaluated and rated LLM and multi-agent pipeline outputs for relevance, grounding, and safety. I compared outputs against ground-truth legal standards and user health information. I iterated on prompt and agent instructions to address systematic model errors found in evaluations. • Scored LLM outputs for accuracy and appropriateness using structured rubrics • Conducted bias, hallucination, and failure mode analyses for each agent output • Documented evaluation findings for product and research teams • Optimized scoring guidelines and uncertainty calibration for legal eligibility and health domains

2023 - Present

AI Trainer / Prompt Engineer / LLM Evaluator

TextPrompt + Response Writing (SFT)

I designed, wrote, and iteratively refined prompts and outputs for LLM training across multiple agentic pipelines. I was responsible for ensuring instruction adherence and assessing the quality, safety, and factuality of model-generated content. I conducted structured evaluations to benchmark model responses in complex scenarios. • Designed system prompts, user instructions, and conversation flows for LLM agents • Performed chain-of-thought and multi-turn dialogue annotation in health, legal, and financial domains • Evaluated model outputs for hallucinations, reasoning quality, and compliance with safety standards • Generated and rated outputs for prompt-tuning and supervised fine-tuning (SFT) tasks

2022 - Present

Education

Work History