Open to opportunities

Xolution god

@xolutiongod

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Experienced AI and software engineer building reliable production ML and LLM systems.

United States

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What I'm looking for

I seek roles building production ML/LLM systems with strong engineering practices, clear data quality standards, and collaborative teams focused on safe, reliable AI.

I am an AI-focused software engineer with a decade of experience building production-ready machine learning, computer vision, audio, and NLP systems. I turn research into dependable pipelines and practical tools, emphasizing data quality, reliable evaluations, and robust guardrails for real-world deployment.

At companies large and small I have led prompt engineering, human-feedback workflows, model evaluation, and annotation quality initiatives that improved consistency and reduced failure modes. I prioritize repeatable experiments, clear labeling standards, and pragmatic engineering that helps teams ship safe, useful AI products.

Experience

Work history, roles, and key accomplishments

AI Software Engineer

Outlier AI

Aug 2022 - Dec 2025 (3 years 4 months)

Developed prompt workflows and evaluation systems to keep LLM responses consistent and safe, created grading rubrics and test cases that reduced labeling confusion and surfaced failure modes early.

Prompt Engineering Quality Systems Prompt Testing

Machine Learning Engineer

Scale AI

May 2017 - Aug 2022 (5 years 3 months)

Designed labeling guidelines and feedback systems to improve training-data quality, implemented sampling and review methods that balanced speed and accuracy for reliable model training.

Data Labeling Model Evaluation Machine Learning

Junior Software Developer

MJH Life Sciences

Nov 2014 - Feb 2017 (2 years 3 months)

Built and maintained web features and backend services for healthcare publishing, delivering accessible, performant front-end components and content workflows for editorial teams.

JavaScript TypeScript React HTML CSS Backend Services Workflows

Software Engineering Intern

Salesforce

Aug 2013 - Oct 2014 (1 year 2 months)

Implemented features and fixes for internal web apps and backend tools, adopting production best practices like code review and testing to improve reliability and deployability.