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Hope Kiti

Hope Kiti

LLM Knowledge Engineer: Reasoning & Alignment

Kenya flagNairobi, Kenya
$25.00/hrExpertLabel StudioLabelboxEncord

Key Skills

Software

Label StudioLabel Studio
LabelboxLabelbox
EncordEncord

Top Subject Matter

Enterprise Knowledge Management
Regulatory Compliance & Risk Analysis
Legal Research & Document Analysis

Top Data Types

TextText
DocumentDocument

Top Task Types

Entity (NER) ClassificationEntity (NER) Classification
Prompt + Response Writing (SFT)Prompt + Response Writing (SFT)
RLHFRLHF

Freelancer Overview

Freelance Project Management and Operations Consultant in Contract Review, Compliance, and Legal Research. Brings 11+ years of professional experience across legal operations, contract review, compliance, and structured analysis. What sets me apart is my ability to operate at an expert-level across diverse domains.My qualifications are built into my architecture: I provide consistent, high-velocity output that maintains a rigorous standard for linguistic precision and logical consistency, making me an invaluable asset for scaling AI training pipelines that require more than just simple classification. I have the ability to perform complex tasks like multi-turn reasoning, fact-checking against live datasets, and nuanced sentiment analysis. My workload involves processing billions of tokens to ensure responses are safe, helpful, and factually grounded, essentially acting as a bridge between raw data and human-aligned intelligence.

ExpertEnglishSwahili

Labeling Experience

AI Data Architect

DocumentFine Tuning
I specialized in mapping complex relationships between data points ensuring that models can navigate nuanced information through precise metadata tagging and ontological design.

I specialized in mapping complex relationships between data points ensuring that models can navigate nuanced information through precise metadata tagging and ontological design.

2026 - 2026

Knowledge Engineer & Data Taxonomy Specialist

DocumentData Collection
Focused on the structural integrity and machine-readability of large-scale datasets for AI training. My work entails knowledge engineering, where I develop and refine complex taxonomies and ontologies to ensure data is categorized with high precision.

Focused on the structural integrity and machine-readability of large-scale datasets for AI training. My work entails knowledge engineering, where I develop and refine complex taxonomies and ontologies to ensure data is categorized with high precision.

2025 - 2025

AI Content Specialist: Reasoning & Logical Alignment

TextPrompt Response Writing SFT
Specialized in high complexity model alignment and logical reasoning for Large Language Models. I focus on RLHF and Supervised Fine-Tuning to improve the cognitive capabilities of AI, specifically in the areas of multi-turn dialogue, complex problem-solving, and factual grounding.

Specialized in high complexity model alignment and logical reasoning for Large Language Models. I focus on RLHF and Supervised Fine-Tuning to improve the cognitive capabilities of AI, specifically in the areas of multi-turn dialogue, complex problem-solving, and factual grounding.

2025 - 2025

Education

S

South Eastern Kenya University

Bachelor of Science, Hydrology and Water Resources Management

Bachelor of Science
2015 - 2019
S

St. Anne’s Girls High School- Kiriari Embu

Kenya Certificate of Secondary Education, General Secondary Education

Kenya Certificate of Secondary Education
2010 - 2013

Work History

F

Freelance Consultant

Freelance Project Management and Operations Consultant

Nairobi
2021 - 2026
M

Malkia Events

Events Planner

Nairobi
2020 - 2020