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Mesharck Mukelasia

Mesharck Mukelasia

LLM Agentic Trainer (Contract) — Turing

KENYA flag
Nairobi, Kenya
$20.00/hrIntermediate

Key Skills

Software

No software listed

Top Subject Matter

LLM Training and Evaluation
Multi-Domain AI Training
Legal Services & Contract Review

Top Data Types

TextText
ImageImage
DocumentDocument

Top Label Types

Prompt Response Writing SFT

Freelancer Overview

LLM Agentic Trainer (Contract) — Turing. Brings 1+ 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, University of Eldoret (2018). AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Prompt + Response Writing (SFT).

IntermediateEnglish

Labeling Experience

LLM Agentic Trainer (Contract) — Turing

Text
Served as an LLM Agentic Trainer to evaluate and improve large language model outputs. Conducted structured response assessment, prompt optimization, and alignment of model behavior. Applied stepwise reasoning, error analysis, and output validation to enhance response quality and accuracy. • Designed and implemented agentic AI workflows for multi-step evaluation. • Created golden responses and structured examples for model alignment. • Assessed adherence to behavioral instructions and reasoning accuracy. • Improved workflow reliability through targeted feedback and correction.

Served as an LLM Agentic Trainer to evaluate and improve large language model outputs. Conducted structured response assessment, prompt optimization, and alignment of model behavior. Applied stepwise reasoning, error analysis, and output validation to enhance response quality and accuracy. • Designed and implemented agentic AI workflows for multi-step evaluation. • Created golden responses and structured examples for model alignment. • Assessed adherence to behavioral instructions and reasoning accuracy. • Improved workflow reliability through targeted feedback and correction.

2025 - 2026

AI Agentic Training – Multi-Domain Workflow Development

TextPrompt Response Writing SFT
Developed structured AI workflows to support multi-domain agentic training projects. Created prompts, task instructions, validation rules, and feedback protocols to enhance reasoning and output quality. Applied iterative refinements to improve clarity, consistency, and reliability of AI-generated responses. • Built JSON-based tool calling and response validation for incident management and HR domains. • Designed error handling and model reasoning instructions for workflow optimization. • Provided iterative feedback and example generation for AI improvement. • Supported alignment across diverse enterprise use cases.

Developed structured AI workflows to support multi-domain agentic training projects. Created prompts, task instructions, validation rules, and feedback protocols to enhance reasoning and output quality. Applied iterative refinements to improve clarity, consistency, and reliability of AI-generated responses. • Built JSON-based tool calling and response validation for incident management and HR domains. • Designed error handling and model reasoning instructions for workflow optimization. • Provided iterative feedback and example generation for AI improvement. • Supported alignment across diverse enterprise use cases.

Not specified

Education

U

University of Eldoret

Bachelor of Science, Mathematics

Bachelor of Science
2014 - 2018

Work History

K

Kodnest

Java Full Stack Intern

Nairobi
2024 - 2024
G

Global Quest Technologies

Software Testing Intern

Nairobi
2024 - 2023