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Sam King'Ori

AI – LLM Prompt & Model Alignment Engineer, Turing

Kenya flagNairobi, Kenya
Intermediate

Key Skills

Software

No software listed

Top Subject Matter

LLM Prompt Engineering
Model Alignment
Response Evaluation

Top Data Types

TextText
DocumentDocument

Top Task Types

Prompt Response Writing SFT
Fine Tuning

Freelancer Overview

AI – LLM Prompt & Model Alignment Engineer, Turing. Brings 10+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. Education includes Bachelor of Science, N/A (2017). AI-training focus includes data types such as Text, Computer Code, and Programming and labeling workflows including Prompt + Response Writing (SFT) and Fine-tuning.

Intermediate

Labeling Experience

AI – LLM(Maths and Python) Engineer, Turing

Fine Tuning
I developed and deployed scalable machine learning pipelines for model training, validation, and deployment using Python and scientific data libraries. I conducted applied research on optimizing large language model (LLM) transformer architectures for efficient inference. My focus was on building and fine-tuning AI models for high-throughput, low-latency deployment in production settings. • Built RESTful APIs and real-time model inference data pipelines with FastAPI and AsyncIO • Reduced LLM inference latency by 40% through batching and optimizations • Published research on efficient LLM inference within internal AI knowledge base • Integrated advanced ML models into modular backend services for performance and maintainability.

I developed and deployed scalable machine learning pipelines for model training, validation, and deployment using Python and scientific data libraries. I conducted applied research on optimizing large language model (LLM) transformer architectures for efficient inference. My focus was on building and fine-tuning AI models for high-throughput, low-latency deployment in production settings. • Built RESTful APIs and real-time model inference data pipelines with FastAPI and AsyncIO • Reduced LLM inference latency by 40% through batching and optimizations • Published research on efficient LLM inference within internal AI knowledge base • Integrated advanced ML models into modular backend services for performance and maintainability.

2026 - 2026

AI – LLM Prompt & Model Alignment Engineer, Turing

TextPrompt Response Writing SFT
In this role, I designed and iteratively refined system prompts for large language models (LLMs) to improve response quality and adherence to task objectives. I systematically tested prompt variations and debugged model outputs by analyzing JSON-formatted responses to ensure functional accuracy. I collaborated with engineering teams to document and enhance prompt engineering practices using both manual and semi-automated processes. • Developed and deployed over 20 high-performing system prompts for LLMs • Implemented a reusable framework that reduced prompt iteration time by 50% • Rectified more than 500 erroneous tool call responses via JSON analysis • Improved model alignment and reduced failure rates by 30% across critical workflows.

In this role, I designed and iteratively refined system prompts for large language models (LLMs) to improve response quality and adherence to task objectives. I systematically tested prompt variations and debugged model outputs by analyzing JSON-formatted responses to ensure functional accuracy. I collaborated with engineering teams to document and enhance prompt engineering practices using both manual and semi-automated processes. • Developed and deployed over 20 high-performing system prompts for LLMs • Implemented a reusable framework that reduced prompt iteration time by 50% • Rectified more than 500 erroneous tool call responses via JSON analysis • Improved model alignment and reduced failure rates by 30% across critical workflows.

2025 - 2025

Education

N

N/A

Bachelor of Science, Telecommunications and Information Engineering

Bachelor of Science
2013 - 2017

Work History

T

Turing

AI – LLM(Maths and Python) Engineer

Nairobi
2026 - 2026
T

Turing

AI – LLM Prompt & Model Alignment Engineer

Nairobi
2025 - 2025