Projects
Work that ships.
Every project here started with a real problem. The case studies explain the decision-making — not just the tech used.
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Tracking whether a skin lesion is actually changing over time is hard: photos are taken under different lighting, angles, and zoom, so naive comparison flags imaging noise as change. Clinicians need a system that separates genuine lesion evolution from capture variance, and that holds up outside the dataset it was trained on.
Researchers accumulate unstructured material — PDFs, notes, scattered documents — faster than they can organise it. The knowledge is there but unsearchable, so questions that the corpus could answer go unanswered because nobody can find the right passage.
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Restaurants still reprint physical menus every time a price or dish changes, and most "digital menu" options are clunky or require a customer app. Owners want to update a menu in seconds and have customers reach it instantly from their phone.