For employers

Hire this AI Trainer

Sign in or create an account to invite AI Trainers to your job.

Invite to Job
N

Nimrod Kipchumnmba

Senior Data Content Specialist (AI Training & RLHF)

Kenya flagAtlanta, Kenya
$30.00/hrExpert

Key Skills

Software

No software listed

Top Subject Matter

AI/NLP/LLM Training
Legal Services & Contract Review
Regulatory Compliance & Risk Analysis

Top Data Types

TextText
DocumentDocument

Top Task Types

RLHF

Freelancer Overview

Senior Data Content Specialist (AI Training & RLHF). Brings 8+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Internal and Proprietary Tooling. Education includes Master of Science, Georgia Institute of Technology (2019) and Bachelor of Arts, University of Georgia (2016). AI-training focus includes data types such as Text and labeling workflows including RLHF.

ExpertEnglishRussianSpanish

Labeling Experience

Senior Data Content Specialist (AI Training & RLHF)

TextRLHF
Regularly contributed to training and optimizing AI language models through the application of Reinforcement Learning from Human Feedback (RLHF). Evaluated and rated AI-generated text outputs to ensure they met strict logical, grammatical, and safety criteria. Developed and refined gold standard rubrics used for internal consistency and accuracy in training data labeling tasks. • Assessed nuanced, multi-turn dialogues for instruction-following, factuality, and hallucination detection. • Coordinated with cross-functional teams to implement automated tooling that enhanced data labeling precision. • Maintained exacting standards in reviewing, classifying, and providing feedback on model outputs. • Enabled ongoing model improvement through critical content review and performance analytics.

Regularly contributed to training and optimizing AI language models through the application of Reinforcement Learning from Human Feedback (RLHF). Evaluated and rated AI-generated text outputs to ensure they met strict logical, grammatical, and safety criteria. Developed and refined gold standard rubrics used for internal consistency and accuracy in training data labeling tasks. • Assessed nuanced, multi-turn dialogues for instruction-following, factuality, and hallucination detection. • Coordinated with cross-functional teams to implement automated tooling that enhanced data labeling precision. • Maintained exacting standards in reviewing, classifying, and providing feedback on model outputs. • Enabled ongoing model improvement through critical content review and performance analytics.

2022 - Present

Education

G

Georgia Institute of Technology

Master of Science, Data Analytics

Master of Science
2017 - 2019
U

University of Georgia

Bachelor of Arts, English and Comparative Literature

Bachelor of Arts
2012 - 2016

Work History

T

Techstream Solutions

Senior Data Content Specialist

Atlanta
2022 - Present
F

Freelance

Technical Writer and Lead Researcher

Atlanta
2019 - 2021