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David A'Hearne

About the author

David A'Hearne

ML Engineer and founder with 13 years building production systems, the last two focused on applied ML. I've shipped NLP scoring pipelines, RAG systems for clinical code retrieval, and LLM-integrated APIs with production MLOps tooling. Currently completing a BSc in Mathematics alongside a Cambridge Data Science Career Accelerator. I'm also building Covet, a hiring platform.

Python ML & NLP Cloud Architecture Distributed Systems Go
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// what we're building

Covet is fixing the exact problem you just read about.

Structured mutual qualification — candidates and companies matched on fit, not keyword density. No spray-and-pray. No ghosting. Rejections that actually tell you why.

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