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Mathew Kiprono

Mathew Kiprono

AI Lab Lead — RLHF & LLM Training (Self-hosted Lab, Soi Technology Solutions)

Kenya flagNairobi, Kenya
$20.00/hrIntermediateAws SagemakerArgillaRemotasks

Key Skills

Software

AWS SageMakerAWS SageMaker
ArgillaArgilla
RemotasksRemotasks

Top Subject Matter

AI research
Rlhf Domain Expertise
LLM Evaluation

Top Data Types

TextText
DocumentDocument

Top Task Types

RLHFRLHF

Freelancer Overview

AI Lab Lead — RLHF & LLM Training (Self-hosted Lab, Soi Technology Solutions). Brings 2+ 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, KCA University (2026). AI-training focus includes data types such as Text and labeling workflows including RLHF.

IntermediateEnglishGerman

Labeling Experience

AI Lab Lead — RLHF & LLM Training (Self-hosted Lab, Soi Technology Solutions)

TextRLHF
Managed a private AI lab focused on self-hosted large language model (LLM) inference and reinforcement learning from human feedback (RLHF). Conducted experiments with RLHF workflows for model evaluation and custom fine-tuning, leveraging Nvidia H100 GPU resources. Led research initiatives in AI training and model assessment using proprietary pipelines. • Built and refined RLHF data annotation and evaluation processes. • Oversaw hardware-aware AI model fine-tuning operations. • Designed custom evaluation protocols for LLM performance. • Utilized internal/proprietary tooling for annotation and feedback implementation.

Managed a private AI lab focused on self-hosted large language model (LLM) inference and reinforcement learning from human feedback (RLHF). Conducted experiments with RLHF workflows for model evaluation and custom fine-tuning, leveraging Nvidia H100 GPU resources. Led research initiatives in AI training and model assessment using proprietary pipelines. • Built and refined RLHF data annotation and evaluation processes. • Oversaw hardware-aware AI model fine-tuning operations. • Designed custom evaluation protocols for LLM performance. • Utilized internal/proprietary tooling for annotation and feedback implementation.

2025 - Present

Education

K

KCA University

Bachelor of Science, Software Engineering

Bachelor of Science
2022 - 2026

Work History

B

Brand2D

Software Engineering Intern

Nairobi
2025 - Present
S

Soi Technology Solutions

Co-Founder & Systems Engineer

Nairobi
2025 - Present