Val-Ops
Account/inventory extraction, JSON output, and dynamic loadout images.
Overview
Backend tools for game account sellers to extract, validate, and present account data for Valorant. Includes inventory extraction, dynamic image generation for loadouts, and JSON output for marketplaces.
How it came together
Challenge
Supporting multiple data structures and generating visually appealing loadout images dynamically was complex.
Solution
Modular Python + Node.js system for data processing and API handling. Includes a templating engine for consistent image rendering.
Outcome
Processes hundreds of accounts monthly, improving listing engagement by 35%.
Technical Stack
Tags
Visual Showcase
Inventory Extraction
Data pulled from game APIs
Key Features
Automated Data Extraction
Fetches account and inventory data directly from Valorant APIs, reducing manual entry errors.
Dynamic Loadout Image Generation
Creates visually appealing loadout images on the fly using a Python templating engine.
JSON Data Output
Generates standardized JSON for easy integration with marketplaces and dashboards.
Multi-Account Support
Processes multiple game accounts in parallel, optimizing time for large-scale sellers.
Validation & Error Handling
Ensures extracted data is verified, complete, and formatted before output.
API Integration Layer
Node.js backend manages API requests, rate limiting, and response caching efficiently.