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Martin Kabaria

Martin Kabaria

AI Specialist / Machine Learning Research Analyst

Kenya flagNairobi, Kenya
$20.00/hrExpertClickworkerCrowdsourceToloka

Key Skills

Software

ClickworkerClickworker
CrowdSourceCrowdSource
TolokaToloka

Top Subject Matter

AI model training and evaluation
AI operational workflow evaluation
Data Annotation and Transcription

Top Data Types

TextText
VideoVideo
AudioAudio

Top Task Types

Text GenerationText Generation
Evaluation/RatingEvaluation/Rating
Question AnsweringQuestion Answering
Fine-tuningFine-tuning
Computer Programming/CodingComputer Programming/Coding

Freelancer Overview

AI Specialist / Machine Learning Research Analyst. Brings 2+ 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, University of Nairobi (2023). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

ExpertEnglishSwahili

Labeling Experience

AI Workflow Specialist & Automation Analyst

Text
In my role as an AI Workflow Specialist & Automation Analyst, I optimized AI-assisted workflows by evaluating the outputs and identifying points for improvement. I applied structured analysis to assess and enhance model training processes. This entailed systematic review and rating of AI-generated outputs for quality improvement. • Conducted structured evaluation of AI model outputs in operational workflows. • Identified data inconsistencies and inefficiencies affecting model training quality. • Provided feedback for prompt and model refinement. • Collaborated with operational teams to integrate AI training insights.

In my role as an AI Workflow Specialist & Automation Analyst, I optimized AI-assisted workflows by evaluating the outputs and identifying points for improvement. I applied structured analysis to assess and enhance model training processes. This entailed systematic review and rating of AI-generated outputs for quality improvement. • Conducted structured evaluation of AI model outputs in operational workflows. • Identified data inconsistencies and inefficiencies affecting model training quality. • Provided feedback for prompt and model refinement. • Collaborated with operational teams to integrate AI training insights.

2023 - Present

AI Specialist / Machine Learning Research Analyst

Text
As an AI Specialist and Machine Learning Research Analyst, I evaluated model training pipelines for stability and efficiency. I developed and maintained prompt-based solutions to improve AI-assisted analysis workflows. My work included analyzing training outcomes and creating actionable feedback loops for model improvements. • Evaluated AI model outputs against training objectives. • Implemented large-scale prompt engineering and response analysis. • Collaborated cross-functionally to translate experimental insights into production. • Focused on optimizing model evaluation protocols for large datasets.

As an AI Specialist and Machine Learning Research Analyst, I evaluated model training pipelines for stability and efficiency. I developed and maintained prompt-based solutions to improve AI-assisted analysis workflows. My work included analyzing training outcomes and creating actionable feedback loops for model improvements. • Evaluated AI model outputs against training objectives. • Implemented large-scale prompt engineering and response analysis. • Collaborated cross-functionally to translate experimental insights into production. • Focused on optimizing model evaluation protocols for large datasets.

2023 - Present

Education

U

University of Nairobi

Bachelor of Science, Actuarial Science

Bachelor of Science
2019 - 2023

Work History

Z

Zamara Group

Actuarial Analyst – Data Analytics and Banking

Nairobi
2024 - 2025