Godsave Mbatha

Key Skills

Software

Scale AI

Top Subject Matter

Large Language Models (LLM)

Stem Domain Expertise

AI Agent Evaluation

Top Data Types

Text

Video

Document

Top Task Types

Fine-tuning

RLHF

Red Teaming

Evaluation/Rating

Transcription

Question Answering

Text Summarization

Object Detection

Text Generation

Freelancer Overview

AI Data Scientist and Evaluator, Outlier AI / Scale AI. Brings 10+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Scale AI, Internal, and Proprietary Tooling. Education includes Doctor of Philosophy, University of Nairobi (2022) and Master of Science, Kenyatta University (2018). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

CEO and Chief Engineer, Neuralis

Text

As CEO and Chief Engineer, I created and deployed an AI SaaS platform integrating multiple AI detection and evaluation APIs. I released quantized models to HuggingFace and automated evaluation workflows for text humanization and interview coaching engines. My work included evaluating model performance and quality of AI-generated text through systematic comparison and feedback. • Developed full-stack AI inferencing and evaluation pipelines • Integrated Originality.ai and ZeroGPT API for text analysis • Designed multi-model assessment processes using LLMs • Automated build, evaluation, and revenue distribution systems

As CEO and Chief Engineer, I created and deployed an AI SaaS platform integrating multiple AI detection and evaluation APIs. I released quantized models to HuggingFace and automated evaluation workflows for text humanization and interview coaching engines. My work included evaluating model performance and quality of AI-generated text through systematic comparison and feedback. • Developed full-stack AI inferencing and evaluation pipelines • Integrated Originality.ai and ZeroGPT API for text analysis • Designed multi-model assessment processes using LLMs • Automated build, evaluation, and revenue distribution systems

2023 - Present

AI Data Scientist and Evaluator, Outlier AI / Scale AI

Scale AIText

As a senior evaluator and data scientist, I performed rubric-based assessments on frontier large language model (LLM) responses. I designed and applied atomic assessment rubrics and created STEM prompts to challenge AI models. I participated in single-model and side-by-side model evaluations, as well as annotation studies focused on task success and reasoning skills. • Led complex response grading projects using Glue Sail methodology • Developed ultra-hard STEM prompts for model evaluation • Annotated and rated AI agent performance in multi-step reasoning tasks • Planned assessment rubrics for annotation processes

As a senior evaluator and data scientist, I performed rubric-based assessments on frontier large language model (LLM) responses. I designed and applied atomic assessment rubrics and created STEM prompts to challenge AI models. I participated in single-model and side-by-side model evaluations, as well as annotation studies focused on task success and reasoning skills. • Led complex response grading projects using Glue Sail methodology • Developed ultra-hard STEM prompts for model evaluation • Annotated and rated AI agent performance in multi-step reasoning tasks • Planned assessment rubrics for annotation processes

2022 - Present

Education

Work History