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Built a privacy-minimized CPSC supplier recall exposure monitor for teams that need source-linked alerts without collecting unnecessary data. It accepts bounded supplier, brand, and category scopes, watches official recall records, and reports only new or materially changed matches. Useful for procurement, QA, and operations teams that want reproducible evidence instead of another noisy dashboard.
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An alert fired for a scheduled maintenance window.
The monitoring didn't know a planned deploy was happening. False alarm, but it eroded trust in the alerts fast. Now it checks the maintenance calendar before it ever pages anyone.
→ An alert system needs context, not just a raw signal.
Project Title:
AÉVRA — AI-Driven Horological Conservation Atelier & Dual Cockpit
The Hook (Opening line that grabs attention):
"Every mechanical watch has thousands of micro-components—and usually, a customer experience stuck in 2004. We rebuilt the horological conservation pipeline from scratch."
Overview & Story:
Most watch restoration platforms alienate customers with esoteric technical jargon and static forms. AÉVRA was created to preserve timepieces for what they mean, not just what they cost—combining editorial Swiss atelier aesthetics, real-time 3D motion, and AI-driven intake.
The Problem:
Customers with heirlooms or vintage pieces don't know reference numbers or movement calibres.
Atelier watchmakers spend hours manually triaging vague emails before diagnosing a single watch.
The Solution & Key Features:
Natural Language Horological Intake: Clients describe their watch issue in plain English (e.g., "losing time and scratched crystal"). The system automatically maps symptoms to mechanical calibres, delivering immediate clarity on services, timeline, and preliminary cost estimates.
Cinematic 3D Photographic Scroller: A high-fidelity scroll journey that physically disassembles and reassembles the movement's case, bezel, balance wheel, and gear train at 60fps.
The Conservator’s Owner Cockpit: A private, real-time management dashboard allowing atelier owners to view incoming requests, evaluate AI diagnostic breakdowns, and accept or decline repair commissions with instant, seamless switching between client and owner views.
Tech Stack & Craft:
Platform: Lovable
Frontend: React, TypeScript, Tailwind CSS
Motion & 3D: GSAP ScrollTrigger, Three.js / Canvas, Lenis Smooth Scroll
State Management: Zustand with local persistence
Live Project Link:
Impressive work
📦 The Purchase History tab on a vendor's detail page. Tracks every purchase order with this supplier, showing received quantities and order status at a glance.
Check full case study here 👉 https://contra.com/p/mbmMeOEc-erp-system-design-for-fashion-and-apparel?r=anna_podrez
