Featured Work

Proof of Work.

A selection of production-grade systems we've shipped. Real problems, engineered solutions.

🥒 Pickle AI: Hyper-Scale AI Shopping Agent & VTON Engine

"Snap. Fit. Jar. — The social identity engine built for 100M DAU."

[100M DAU Scalable][Sub-100ms Latency][pgvector HNSW]

The Problem

•Latency = Death: Users drop off if VTON inference takes ~10s.
•Fragmented OOTD context: Difficulty stitching scattered wardrobe state across devices.
•Database row-level locking: Massive bottlenecks during viral traffic storms rendering standard architectures useless.

✓

The Solution

✓Ghost Speed: 13-parallel DB fetches via React Router v7 bypassing waterfalls.
✓VTON Chain Orchestration: Multi-stage Deno Edge Function pipelines with circuit breakers.
✓Style DNA: Hybrid time-decay + vector similarity search in PostgreSQL executing in 50ms.
✓Wearable Ecosystem: iOS Capacitor bridge to Apple Watch creating persistent authentication.

React Router v7PostgreSQL 16Upstash RedisDeno Edge FunctionsFashn.aiCapacitor 6SwiftUI

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More Engineering Case Studies

Mapz

High-Throughput Geospatial Ad-Network

Next.jsPostGISH3Solana Web3.js

The Problem

Rewarding users in real-time for visiting physical coordinates causes massive geospatial database bottlenecks and transaction latency.

✓

The Solution

We implemented Uber's H3 spatial sharding index combined with a high-throughput Redis buffer. This isolates concurrent read/writes, enabling the system to securely process thousands of location check-ins per second on Solana without lag.

Bespoke RSVP Engine

Scaleable Event Infrastructure

ReactTailwindResendSupabase Auth

The Problem

Generic event platforms look dated, suffer from awful UX, and charge exorbitant fees for basic "premium" features like photo galleries or domain linking.

✓

The Solution

A fully custom, code-driven RSVP pipeline. Engineered with Next.js and Supabase for infinite scale, featuring a dynamic configuration engine that instantly shifts aesthetics, animations, and automated Resend email reminders.