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I

Ian Wangui

AI Model Trainer / Data Annotation Specialist

Kenya flagNairobi, Kenya
Expert

Key Skills

Software

No software listed

Top Subject Matter

Financial/Economic AI Models

Top Data Types

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Top Task Types

No task types listed

Freelancer Overview

AI Model Trainer / Data Annotation Specialist. Brings 5+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. Education includes Doctor of Philosophy, University of Nairobi (2019). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Expert

Labeling Experience

AI Model Trainer / Data Annotation Specialist

Text
As an AI Model Trainer and Data Annotation Specialist, I trained and evaluated AI models for accuracy, relevance, and reasoning quality. I annotated complex datasets involving financial, economic, and analytical content to improve model performance. I also reviewed AI-generated responses for factual correctness, bias, and clarity. • Applied structured feedback and error categorization for model improvement • Followed annotation guidelines and quality benchmarks • Utilized PhD-level expertise in computer science and domain-specific finance • Ensured outputs met standards for factual accuracy and alignment with human intent

As an AI Model Trainer and Data Annotation Specialist, I trained and evaluated AI models for accuracy, relevance, and reasoning quality. I annotated complex datasets involving financial, economic, and analytical content to improve model performance. I also reviewed AI-generated responses for factual correctness, bias, and clarity. • Applied structured feedback and error categorization for model improvement • Followed annotation guidelines and quality benchmarks • Utilized PhD-level expertise in computer science and domain-specific finance • Ensured outputs met standards for factual accuracy and alignment with human intent

2023 - Present

Education

U

University of Nairobi

Doctor of Philosophy, Computer Science

Doctor of Philosophy
2016 - 2019

Work History

F

Finance & Economics Industry Professional

Economic Research Analyst

Nairobi
2019 - 2023