Nirniq — Mobile Comparison AI
Smart Device Comparison Engine
10x
Faster Choice
AI
Powered Match
0ms
Sync Latency
Executive Overview
Nirniq represents a production-grade orchestration of modern web technologies. At its core, it is an intelligent device recommendation engine with a high-performance React 19 frontend, .NET 10 Web API backend utilizing MongoDB and Redis, and a standout local-first offline sync capability using IndexedDB and a custom BroadcastChannel Event Bus.
The Problem
Buyers waste hours comparing phones and laptops across scattered, confusing review sites.
The Solution
Designing an AI-driven recommendation platform that compares specs, prices, and use-case fit automatically.
Core Capabilities
Decision Intelligence Engine
Proprietary recommendation algorithms with weighted Match Scores.
Local-First Real-Time Sync
Custom BroadcastChannel Event Bus for instant cross-tab sync.
AI Content Studio
Google Gemini 2.5 Flash integration for automated spec extraction.
Enterprise Admin CMS
Role-based admin shell for datasets, SEO, and security.
Interface Gallery
Dashboard
Technical Deep Dive
Data Provider (Bridge Pattern)
Components never call APIs directly. They request data from the Provider, which handles cache-hits, queries IndexedDB, and gracefully falls back to static arrays if DB initialization fails.
AI Normalization Layer
When AI returns JSON, a custom aiNormalize function maps unpredictable LLM keys into strict TypeScript interfaces before injecting into react-hook-form.
Dynamic Category Registry
Instead of hardcoding forms for each category, the Admin UI uses a dynamic registry mapping AdminWorkspaceScope to a generic UI builder for inputs, validation, and AI hints.