03 // PROJECTSSELECTED WORK ARCHIVE

Selected works at the frontier of intelligence and craft.

A showcase of products engineered for exceptional latency, tactile physical response, and enduring editorial presence.

02.1/US Luxury Bridal Discovery Platform

AI & Recommendation Systems2025

Wedding Dresses with Automatic Recommendation Engine

Wedding Dresses is a US-focused luxury bridal discovery and recommendation platform designed to help brides find wedding dresses based on their personal preferences, wedding details, style, budget, venue, season, size, and event requirements. Unlike a basic e-commerce catalog, the platform uses a deterministic recommendation engine that converts quiz responses into a structured bridal profile and matches that profile against a normalized product catalog.

Core System Architecture

Admin Foundation

Secure authentication, protected admin dashboard, and production controls.

Catalog Management

Centralized wedding-dress catalog with products, designers, merchants, pricing, images, sizes, and structured taxonomy.

Recommendation Inputs

12 controlled dimensions and an editorial quiz that maps user answers directly to taxonomy values.

Recommendation Engine

Hard-rule filtering, weighted scoring, ranking, budget matching, and diversity controls.

Admin & Production Controls

Wedding dresses & product imagery lifecycle

Designers, merchants & dynamic pricing

Taxonomy, sizes & attribute values

Quiz questions & taxonomy mappings

Scoring weights, hard rules & diversity constraints

Draft → Active → Archived engine versioning

Analytics & recommendation event tracking

Stack:Next.jsTypeScriptSupabasePostgreSQLSupabase StorageDeterministic Scoring

12 Dimensions · Deterministic Scoring · Versioned Engine

Production Verified SystemCommission Similar System

02.2/US Fashion Discovery & Affiliate Platform

AI & Recommendation Systems2025

Cocktail Attire — SEO Discovery & Outfit Recommendation Engine

Cocktail Attire is a US-focused SEO fashion discovery and affiliate-commerce platform designed to help users find complete, occasion-appropriate cocktail outfits through a deterministic Outfit Recommendation Engine. Instead of simply showing individual clothing products, the platform asks users about their requirements—such as gender, event, dress code, formality, venue, season, and style preferences—and generates a structured outfit recommendation.

Core System Architecture

Deterministic Engine

Rule-based scoring architecture delivering predictable, explainable, testable, and consistent outfit combinations.

Styling Formula Pipeline

Converts user event requirements into cohesive visual looks rather than disconnected individual products.

High-Yield SEO Hubs

Programmatic clusters for Men, Women, Wedding, Seasonal, Dress Codes, and Editorial Style Guides.

Affiliate-Commerce Bridge

Frictionless Shop the Look visual integration with high-conversion merchant referral flows.

Admin & Production Controls

Cocktail Attire for Men & Women hubs

Wedding & Seasonal cocktail taxonomy

Dress code definitions & style guides

Individual outfit formula mapping

Rule-based styling weights & logic

Affiliate merchant tracking & link routing

Decoupled engine versioning & analytics

Stack:Next.jsTypeScriptStatic SEO ArchitectureDecoupled Rule EngineTailwind CSS

Deterministic Engine · 7+ Programmatic SEO Hubs · Complete Outfit Formulas

Production Verified SystemCommission Similar System

02.3/Production Web Utility Suite

Software Engineering2025

Grade & Volume Calculators — Mathematical & Grading Utility Platform

A lightweight, responsive web-based utility platform consisting of multiple purpose-built calculators, including a Grade Calculator and Volume Calculator. The platform was designed to provide fast, accurate, and deterministic calculations through a simple, user-friendly client-side architecture. Each calculator uses a dedicated calculation logic layer that processes user inputs, validates data, applies mathematical or grading rules, and dynamically renders the final formatted result.

Core System Architecture

Processing Pipeline

User Input → Validation → Calculation Engine → Result Formatting → Dynamic UI Rendering.

Grade Calculation Engine

Subject-wise marks processing, aggregate scoring, percentage evaluation ((Obtained / Max) × 100), and automated grade letter mapping.

Geometric Volume Engine

Dynamic formula selector supporting Cuboid (L×W×H), Cylinder (πr²h), Sphere (4/3πr³), and multi-shape geometric dimensions.

Extensible Platform Base

Modular architecture ready for BMI, Percentage, Age, Area, Unit Converter, and Scientific Calculator expansion.

Admin & Production Controls

Dynamic form generation & numeric validation

Empty, invalid & negative-value input guards

Real-time instant client-side calculation

Dynamic error-state handling & clear feedback

Decoupled calculation functions from UI layer

Modular formula/rule configurations

Zero network latency & lightweight footprint

Stack:HTML5TypeScriptJavaScriptTailwind CSSClient-Side Math EngineDeterministic Logic

Sub-1ms Latency · 100% Client-Side · Zero Backend Dependency

Live Platform Deployments:Grade Calculator Volume Calculator

Production Verified SystemCommission Similar System