Selected work
These case studies focus on my contribution, the constraints that shaped the architecture, and what changed after the work shipped.
Case studyI helped turn a messy, multi-platform product import process into a resumable generation pipeline that could publish complete Shopify product pages without asking merchants to rebuild the result.
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Case studyI built a coach-facing platform that connected assessments, client history, program design, and retrieval-augmented AI to the studio's own Thrive50+ methodology.
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Case studyI worked on direct Bézier control-point detection for noisy maritime imagery, combining curvature-aware RANSAC with non-linear refinement and a new 5,000-image benchmark.
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Case studyI contributed to a global pharmaceutical platform where localisation, medical review, market eligibility, accessibility, and editorial speed had to coexist in one publishing model.
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Case studyI contributed to a regulated reporting platform where identity, deadlines, encryption, and every workflow transition carried a security or legal consequence.
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Case studyI worked on a non-custodial wallet where device security, key management, and a fluid consumer interface had to coexist across more than 50 React Native screens.
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Case studyI worked on a multilingual WhatsApp assistant for more than 60 properties, where reliable guest and property identification mattered more than generating a fluent response.
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Case studyI contributed to a candidate-screening platform that combined video analysis, adaptive technical assessment, and interview intelligence without turning an AI score into an unexplained hiring decision.
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Case studyI worked on a retrieval system spanning vehicle tests, legal travel guidance, tyre databases, and editorial content, improving benchmark precision from 61% to 84%.
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Case studyI worked on a reproducible pipeline for eight million Scopus records, resolving researcher identities, detecting migration, and improving gender inference where commercial APIs were confidently wrong.
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Case studyI contributed to a mid-project CMS migration that replaced a slow in-house publishing workflow with a shared Storyblok component model across 37 storefronts and six languages.
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