Monday, 7 September 2026

From Inbox to Opportunity - ML and LLM Workflow Presentation

I built a macOS app to turn job-alert emails into a useful shortlist.


It uses Core ML to classify emails locally, extracts individual jobs on-device, and uses an LLM to assess each role against my experience and a scoring rubric. I can correct classifications in Mail and receive notifications for strong matches.


A practical project combining native Apple development, reliable data pipelines, and targeted AI-without sending my entire inbox to an LLM.


 

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