Brian Kyalo

Key Skills

Software

Mindrift

Other

Top Subject Matter

No subject matter listed

Top Data Types

Computer Code Programming

Text

Top Label Types

Text Generation

Computer Programming Coding

Text Summarization

Data Collection

Freelancer Overview

I am a software engineer and AI trainer with 4 years of hands-on experience in data annotation, conversational AI training, and large language model (LLM) evaluation. My expertise includes designing and simulating multi-turn dialogues, performing adversarial testing to uncover model weaknesses, and annotating and transcribing data for NLP applications. I am skilled in Python, Java, and various AI tools, and have contributed to optimizing AI pipelines and workflows through scripting and software development. My strong background in software engineering, quality assurance, and agile methodologies enables me to deliver high-quality training data and collaborate effectively with cross-functional teams to enhance AI model performance.

Labeling Experience

Software engineer

MindriftComputer Code ProgrammingText GenerationComputer Programming Coding

Project Description: As a Software Engineering AI Tutor on the Mindrift platform, I contributed to the development of advanced coding models by generating and evaluating complex computer code/programming datasets. My role involved creating high-quality question-and-answer pairs across various programming languages and frameworks to train large language models (LLMs). I performed data labeling tasks focused on text generation and computer programming/coding, ensuring the generated code was not only syntactically correct but also efficient, secure, and aligned with software engineering best practices. The project involved iterative refinement based on detailed annotation guidelines and quality rubrics to maintain high standards of data integrity.

Project Description: As a Software Engineering AI Tutor on the Mindrift platform, I contributed to the development of advanced coding models by generating and evaluating complex computer code/programming datasets. My role involved creating high-quality question-and-answer pairs across various programming languages and frameworks to train large language models (LLMs). I performed data labeling tasks focused on text generation and computer programming/coding, ensuring the generated code was not only syntactically correct but also efficient, secure, and aligned with software engineering best practices. The project involved iterative refinement based on detailed annotation guidelines and quality rubrics to maintain high standards of data integrity.

2024 - 2025

Data annotator

OtherTextText GenerationText Summarization

As a Data Annotator for text-based AI training projects, I performed diverse annotation tasks to prepare high-quality datasets for machine learning models. My responsibilities included Text Generation, where I created original written content following specific prompts and style guidelines to train language models. For Text Summarization, I analyzed longer documents and produced concise, accurate summaries that captured key information while maintaining original meaning. I also conducted Data Collection tasks, gathering and organizing text data from various sources according to project specifications. I consistently followed annotation guidelines and quality standards to ensure dataset reliability.

As a Data Annotator for text-based AI training projects, I performed diverse annotation tasks to prepare high-quality datasets for machine learning models. My responsibilities included Text Generation, where I created original written content following specific prompts and style guidelines to train language models. For Text Summarization, I analyzed longer documents and produced concise, accurate summaries that captured key information while maintaining original meaning. I also conducted Data Collection tasks, gathering and organizing text data from various sources according to project specifications. I consistently followed annotation guidelines and quality standards to ensure dataset reliability.

2019 - 2024

Education

Work History