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Commerce · Cosmetics Storefront & Operations

7dot

Luxury cosmetic commerce web application pairing an interactive customer discovery experience with an administrative inventory and fulfillment dashboard.

StatusDeployed System · Public Demo Available
My RoleLead Product Engineer
Core StackNext.js · React · MongoDB
Timeline2024
7dot-commerce / production interfacePublic Deployment
7dot application interface

Operational Context & The Problem

Online cosmetic retail suffers from high return rates when customers cannot accurately gauge product shades and finishes digitally. The business needed a high-touch editorial storefront that builds shade confidence, coupled with clean back-office tools for fulfillment.

Scope & System Boundaries

Roles & Key Operations

  • Interactive shade exploration with color swatches and formulation guides
  • Slide-out cart drawer with dynamic thresholds and itemized order review
  • Multi-role admin dashboard for tracking orders by fulfillment state
  • Inventory stock level adjustments and low-stock indicators

Boundaries & Design Focus

  • Storefront browsing, customer checkout flow, and internal fulfillment queue
  • Excludes international customs calculation and multi-currency taxation
  • Engineered as a boutique direct-to-consumer platform focused on conversion experience and clean inventory management.

Operational Workflow

01

Interactive Shade Discovery

Customer interacts with undertone and finish selectors to preview matching cosmetic shades.

02

Cart Drawer & Bag Assembly

Selected shades add smoothly to a slide-out cart drawer with instant subtotal and tax calculation.

03

Checkout & Order Queue

Customer completes checkout; order payload enters the central order fulfillment pipeline.

04

Fulfillment & Stock Adjustment

Operations team processes the packing slip, updates fulfillment status, and syncs inventory.

Key Engineering Decisions

Decision 01Cosmetics shoppers hesitate to purchase without seeing true-to-tone shade swatches across skin types.
Alternative Considered

Static product images with generic color dropdowns.

Architecture Chosen

Custom interactive shade picker with high-resolution texture swatches and undertone descriptions.

Technical Rationale

Interactive discovery lowers buyer uncertainty and increases average order conversion in beauty e-commerce.

Trade-off Accepted

Higher image asset preparation and color-accuracy calibration requirement.

Data & Workflow Architecture

Product DiscoveryShopper

Filter shades & swatches

Selected beauty product

Bag AssemblyCart Drawer

Validate order & calculate

Ready-to-checkout payload

Fulfillment QueueStore Ops Staff

Review order & print slip

Dispatched package

Inventory LedgerStore Manager

Monitor stock levels

Automated reorder alert

Delivery & Verification

A full-stack cosmetics commerce application with a public project deployment.

Verified System Outcome

Created an elevated beauty shopping experience that pairs editorial aesthetic standards with the rigorous inventory and order fulfillment controls required by retail operators.

Developing an e-commerce experience, custom cart, or product configurator?

Let's discuss your workflow, technical constraints, and how we can engineer a tailored solution from start to finish.

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