Lead Developer - Data Annotation, Campus Laptop Rental System
ImageClassification
As lead developer for a campus laptop rental system, I oversaw the categorization and labeling of over 100 university assets. The process involved ensuring real-time accuracy of asset status through detailed annotation and structured data tracking. Assets were registered, classified, and labeled to support automated workflows and persistent record integrity.
• Designed an end-to-end asset labeling workflow using a full-stack LAMP environment.
• Integrated MySQL database to manage classification and labeling metadata.
• Ensured data integrity by implementing validation routines for annotated records.
• Leveraged scripting and backend logic for real-time asset status updates.
As lead developer for a campus laptop rental system, I oversaw the categorization and labeling of over 100 university assets. The process involved ensuring real-time accuracy of asset status through detailed annotation and structured data tracking. Assets were registered, classified, and labeled to support automated workflows and persistent record integrity. • Designed an end-to-end asset labeling workflow using a full-stack LAMP environment. • Integrated MySQL database to manage classification and labeling metadata. • Ensured data integrity by implementing validation routines for annotated records. • Leveraged scripting and backend logic for real-time asset status updates.
2025 - 2025