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Daire Kelly

Daire Kelly

Solution Architect - Smart Energy and AI/ML

IRELAND flag
Ratoath, Ireland
Entry Level

Key Skills

Software

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Freelancer Overview

I bring over two decades of experience in technology, with a deep focus on AI, machine learning, and data-driven solution architecture across energy, smart metering, and regulatory domains. My background includes hands-on work in designing and implementing data pipelines, developing AI-powered tools, and leading cross-functional teams to deliver robust data integration and annotation solutions. I am skilled in leveraging cloud platforms like AWS, and have worked extensively with data modeling, requirements traceability, and the creation of high-quality training datasets for AI/ML applications. My recent projects include developing AI tools for regulatory impact assessment, forecasting using wavelet methods and time series transformers, and optimizing energy dispatch with neural networks. I am passionate about data quality and understand the critical role of accurate labeling and annotation in building effective AI systems.

Entry Level

Labeling Experience

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Daire K. hasn’t added any AI Training or Data Labeling experience to their OpenTrain profile yet.

Education

D

Dublin City University

Master of Arts, International Relations

Master of Arts
2006 - 2008
D

Dublin City University

Bachelor of Science, Computer Applications

Bachelor of Science
2000 - 2004

Work History

G

Gas Networks Ireland

Solution Architect

Dublin
2025 - Present
G

Geal Cairn

Consultant / Solution Architect

Dublin
2023 - Present