PROJECT DETAILS
Industry
Gaming & Data Analytics
Duration
Q3 2024 - Ongoing
Built with
Solarys Core, AI Search, Vector Database, MongoDB, Real-time Data Processing, PostgreSQL
SERVICES PROVIDED
PixelPrices - Real-Time Gaming Market Analytics
A high-performance data infrastructure platform managing 75,000+ Counter-Strike 2 marketplace records with real-time price tracking, AI-powered search, and intelligent inventory analytics. Built through the Solarys Core architecture, the system processes live data queries every 30 seconds, features an AI chatbot for complex item searches, and provides market intelligence through advanced data aggregation and pattern recognition.
PROJECT DETAILS
Built with
Solarys Core, AI Search, Vector Database, MongoDB, Real-time Data Processing, PostgreSQL
PIXELPRICES - REAL-TIME GAMING MARKET ANALYTICS
A high-performance data infrastructure platform managing 75,000+ Counter-Strike 2 marketplace records with real-time price tracking, AI-powered search, and intelligent inventory analytics. Built through the Solarys Core architecture, the system processes live data queries every 30 seconds, features an AI chatbot for complex item searches, and provides market intelligence through advanced data aggregation and pattern recognition.
SERVICES PROVIDED
Industry
Gaming & Data Analytics
Duration
Q3 2024 - Ongoing
How we built a lightning-fast data platform processing 75,000+ records in real-time.
See what Solarys professionals can do for your organization.
High-Performance Data Infrastructure - 75,000+ Records
Architected and deployed a robust MongoDB database infrastructure through the Solarys Core process, capable of managing 75,000+ marketplace records with live data synchronization every 30 seconds. The optimized database schema and indexing strategy enables sub-100ms query performance even under high load, processing thousands of concurrent price comparisons, inventory valuations, and market analysis requests. Our data pipeline aggregates information from multiple marketplace APIs, normalizes pricing data, and maintains historical records for trend analysis - all while maintaining 99.9% uptime.
AI-Powered Semantic Search Engine
Developed an intelligent search system powered by natural language processing that understands complex item queries beyond simple keyword matching. Users can describe items using natural language (e.g., 'blue AK-47 with minimal wear under $50') and the AI chatbot interprets intent, maps attributes to database fields, and returns precise results. The system uses vector embeddings to understand semantic similarity, enabling pattern-based searches across tens of thousands of unique item variations - saving users hours of manual filtering and delivering relevant results in seconds.
Real-Time Market Intelligence & Alerts
Built an event-driven notification system that monitors marketplace data in real-time, tracking price fluctuations, new listings, and market trends across 75,000+ items. Users can create custom watchlists with specific criteria (price thresholds, pattern IDs, float values) and receive instant email alerts when matching items appear. The system processes live data feeds continuously, comparing new listings against user-defined parameters and triggering notifications within seconds of marketplace updates.
Custom API & Data Integration Layer
Engineered a RESTful API that provides real-time access to marketplace data, price histories, and inventory valuations. The API handles data aggregation from multiple third-party sources, normalizes pricing across different marketplaces, and exposes endpoints for live price queries, historical trend analysis, and portfolio valuations. This integration layer replaced manual 30-minute update cycles with continuous real-time data synchronization, enabling instant market intelligence for both individual users and bulk inventory management.