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Kennedy Mwangi

Lead AI Automation Consultant – RLHF & Data Annotation

Kenya flagNairobi, Kenya
IntermediateLabel StudioOther

Key Skills

Software

Label StudioLabel Studio
Other

Top Subject Matter

Reinforcement Learning from Human Feedback
Large Language Models
Regional African Socio-Economics

Top Data Types

TextText
ImageImage

Top Task Types

RLHFRLHF
Data CollectionData Collection

Freelancer Overview

Lead AI Automation Consultant – RLHF & Data Annotation. Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Label Studio and Other. AI-training focus includes data types such as Text and labeling workflows including RLHF and Data Collection.

Intermediate

Labeling Experience

Label Studio

Lead AI Automation Consultant – RLHF & Data Annotation

Label StudioTextRLHF
I architected RLHF pipelines and conducted high-fidelity data annotation for large language models (LLMs) with a focus on grounding them in East African contexts. My responsibilities included prompt engineering, red-teaming for safety and bias, and instruction tuning through detailed human-in-the-loop feedback frameworks. I ensured data integrity and logical consistency in model training, emphasizing cross-cultural nuances for regional precision. • Developed workflow automations for RLHF and data annotation tasks. • Conducted safety and bias evaluation on multilingual LLMs via red-teaming exercises. • Delivered comprehensive feedback for LLM instruction tuning in African domains. • Leveraged tools such as Label Studio and Google Cloud Vertex AI for high-volume annotation.

I architected RLHF pipelines and conducted high-fidelity data annotation for large language models (LLMs) with a focus on grounding them in East African contexts. My responsibilities included prompt engineering, red-teaming for safety and bias, and instruction tuning through detailed human-in-the-loop feedback frameworks. I ensured data integrity and logical consistency in model training, emphasizing cross-cultural nuances for regional precision. • Developed workflow automations for RLHF and data annotation tasks. • Conducted safety and bias evaluation on multilingual LLMs via red-teaming exercises. • Delivered comprehensive feedback for LLM instruction tuning in African domains. • Leveraged tools such as Label Studio and Google Cloud Vertex AI for high-volume annotation.

2025 - Present

Independent Consultant – Data Collection for AI Training

OtherTextData Collection
As an independent market research consultant, I created and curated demographic and landmark data sets to be used as 'Ground Truth' for AI training firms. I leveraged advanced search strategies and historical data archives to support high-quality data collection and labeling. My work contributed to improved performance of AI models used in regional investment and analytics. • Designed workflows for collecting and validating regional demographic information for AI purposes. • Collaborated with annotation teams to ensure comprehensive ground truth preparation. • Conducted rigorous cross-referencing using online and offline datasets, targeting 47 Kenyan counties. • Provided high-quality, structured data to AI development projects for enhanced accuracy.

As an independent market research consultant, I created and curated demographic and landmark data sets to be used as 'Ground Truth' for AI training firms. I leveraged advanced search strategies and historical data archives to support high-quality data collection and labeling. My work contributed to improved performance of AI models used in regional investment and analytics. • Designed workflows for collecting and validating regional demographic information for AI purposes. • Collaborated with annotation teams to ensure comprehensive ground truth preparation. • Conducted rigorous cross-referencing using online and offline datasets, targeting 47 Kenyan counties. • Provided high-quality, structured data to AI development projects for enhanced accuracy.

2024 - 2025

Education

No Education added yet

Kennedy M. hasn’t added any Education History to their OpenTrain profile yet.

Work History

E

ExcelsiorAI Solutions

Founder & Lead AI Automation Consultant

Nairobi
2025 - Present
F

FFLSIMBA Insurance Services

Automation Lead & Data Specialist

Nairobi
2025 - 2025