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N

Nelly Gichuru

LLM / AI Trainer – Procurement & Supply Chain Workflows

KENYA flag
Nairobi, Kenya
$35.00/hrIntermediateMicro1

Key Skills

Software

Micro1

Top Subject Matter

Procurement Workflows
Logistics & Supply Chain
Contract Review

Top Data Types

TextText
DocumentDocument

Top Task Types

Evaluation Rating
Prompt Response Writing SFT
Fine Tuning
RLHF
Text Summarization
Question Answering
Text Generation
Classification
Segmentation

Freelancer Overview

I have hands-on experience in AI training data and data labeling through my roles as an AI Trainer and Occupational Reviewer, specializing in procurement, logistics, and supply chain workflows. My work has involved validating and refining LLM-generated outputs, annotating real-world scenarios such as supplier evaluation, inventory flows, and order processing, and ensuring that AI responses are accurate, structured, and aligned with real operational practices. What sets me apart is my ability to combine deep domain expertise (10+ years in supply chain) with AI training. I don’t just label data—I bring operational judgment into the process, ensuring outputs reflect real business constraints, compliance requirements, and decision-making logic. I have also worked on workflow validation, data structuring, and cross-functional scenario design, which helps improve model reliability and practical usability in business environments.

IntermediateSwahiliEnglish

Labeling Experience

AI Occupational Reviewer / AI Trainer – Procurement Workflows

Micro1Text
Validated AI model responses for procurement scenarios, ensuring alignment with real-world purchasing workflows. Provided structured feedback on procurement processes to improve model understanding of tasks such as supplier evaluation and bid comparison. Compiled and organized procurement data for AI training purposes and collaborated with teams to document workflows. • Analyzed various procurement scenarios against model outputs • Reviewed and evaluated AI-driven procurement outputs • Supported team with structured feedback and validation • Simulated real procurement data for model training

Validated AI model responses for procurement scenarios, ensuring alignment with real-world purchasing workflows. Provided structured feedback on procurement processes to improve model understanding of tasks such as supplier evaluation and bid comparison. Compiled and organized procurement data for AI training purposes and collaborated with teams to document workflows. • Analyzed various procurement scenarios against model outputs • Reviewed and evaluated AI-driven procurement outputs • Supported team with structured feedback and validation • Simulated real procurement data for model training

2026 - Present

LLM Trainer/ AI Trainer – Logistics & Supply Chain

Text
Refined and validated LLM-generated data for logistics, procurement, and supply chain workflows to ensure high operational accuracy. Translated supply chain tasks and scenarios into structured training data with high-quality annotations for model improvement. Evaluated model recommendations and outputs against real inventory, routing, and order management constraints to maximize data integrity and alignment. • Provided data annotation for logistics and supply chain workflows • Assessed model accuracy in inventory and fulfillment logic • Ensured AI outputs reflect true operational realities • Maintained high data quality for AI-assisted decision making

Refined and validated LLM-generated data for logistics, procurement, and supply chain workflows to ensure high operational accuracy. Translated supply chain tasks and scenarios into structured training data with high-quality annotations for model improvement. Evaluated model recommendations and outputs against real inventory, routing, and order management constraints to maximize data integrity and alignment. • Provided data annotation for logistics and supply chain workflows • Assessed model accuracy in inventory and fulfillment logic • Ensured AI outputs reflect true operational realities • Maintained high data quality for AI-assisted decision making

2025 - 2026

Education

J

Jomo Kenyatta University of Agriculture and Technology

Bachelor of Purchasing and Supplies Management, Purchasing and Supplies Management

Bachelor of Purchasing and Supplies Management
2009 - 2013

Work History

S

Self-Employed

Procurement & Supply Chain Consultant

Nairobi
2025 - 2025
B

Bonfide Clearing & Forwarding

Procurement Officer

Nairobi
2022 - 2024