Luxury Cosmetics & Skin Profile Constructor
A premium skincare e-commerce platform featuring interactive skin consultations and product match engines.
- ▸ Interactive Consultation Quiz: A step-by-step skincare guide evaluating skin types and concerns to build custom routines.
- ▸ Dynamic Skincare Filters: Advanced filters sorting products by active ingredients, scent profiles, and specific concerns.
- ▸ Routine Tracker: Personalized profile area where users track product applications and see expected skin improvements.
Scoring Vectors & Transient Routine Builders
Built a custom recommendation engine utilizing client-side preference vectors and cached attribute lookup arrays.
- ▸ Preference Vector Matching: Programmed a matching algorithm that maps skin type answers to custom taxonomies via optimized SQL query hooks.
- ▸ Transient Recommendations Cache: Stores calculated user skincare recommendations in memory transients, reducing page loading latency.
- ▸ REST API Endpoint: Secure JSON endpoints handling profile submissions with strict data sanitization and nonce validations.
