backend

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.

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

Node.jsPythonHTMLImage ProcessingAPI Integration

Visual Showcase

Inventory Extraction

Data pulled from game APIs

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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.