Labeling Tool
• Maintained back-end of in-house web application having 50+ active users for collecting fashion data to train AI model.
• Designed RESTful HTTP API, developed server serving them.
• Established relation of domain model, designed database schema.
• Built HTTP access logging system and pipeline to store it.
• Introduced unit testing, style guide of codebase.
Data Delivery
• Exported collected data based on a rule of extraction to train AI model and processed in a form that is easy to train.
• Established the rule of extraction for data having combined label, developed a program that parses documented the rule.
• Automated process from data extraction to data processing, developed CLI to access automated data transfer system.
Crawler
• Implemented 20+ web crawler for collecting fashion image, developed a scheduling tool for management.
• Built serverless pipeline that stores crawled data in a repository.
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