Samson M.

Key Skills

Software

Don't disclose

Top Subject Matter

Large language models (LLMs)

predictive intelligence

ML training

Top Data Types

Audio

Top Task Types

Fine-tuning

Prompt + Response Writing (SFT)

Freelancer Overview

AI and Machine Learning Engineer (dataset preparation, AI model training, predictive ML solutions). Brings 11+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Don't disclose, Internal, and Proprietary Tooling. Education includes Bachelor of Science, Karatina University and Research Analyst (Project Involvement), Egerton University (2020). AI-training focus includes data types such as Computer Code and Programming and labeling workflows including Fine-tuning and Prompt + Response Writing (SFT).

Labeling Experience

AI/ML Engineer (AI agents and AI/ML pipeline automation)

Prompt + Response Writing (SFT)

Built AI agents intended to handle client queries by integrating LLM services and agent tooling for AI-driven interactions. Developed AI/ML data pipelines for ETL workflows to support downstream analytics and training needs. Implemented additional application features that support accessibility and real-time user interactions within the AI-enabled system. • AI agent development for query handling • ETL automation to support AI/ML workflows • LLM agent integration using agent frameworks • Real-time application features supporting AI-driven experiences

2025 - Present

AI and Machine Learning Engineer (dataset preparation, AI model training, predictive ML solutions)

Don't discloseFine-tuning

Developed and trained AI models using NVIDIA GPUs while preparing datasets and managing the full training workflow for large language models. Implemented predictive intelligence solutions using clustering, similarity, and regression-based machine learning approaches. Documented the dataset preparation and model training process as part of iterative sprint work with thorough records. • Dataset preparation for LLM training • GPU-based model training and documentation • Deployment of trained VAE and other model workflows • Predictive intelligence using ML (clustering/similarity/regression)

2023 - 2025

Education

Work History