Archana.M

Caries & periodontal disease detection — capstone project

• Built an end-to-end AI diagnostic pipeline that detects tooth-level caries, classifies disease severity, and estimates periodontal bone loss from panoramic dental radiographs.
• Integrated Grad-CAM explainability with automated FDI-notation clinical report generation, giving dentists and students interpretable, trustworthy predictions.

Blast-radius impact analysis for npm dependency trees

• Built a full-stack app that scans a GitHub repo's npm dependency tree, queries OSV.dev, and cross-references package versions to surface security risk — an API-orchestration pattern that maps directly to tool-augmented and RAG-style pipelines.
• Designed an interactive dashboard that turns raw API and graph data into a visual map of affected dependencies and blast-radius impact.
• Automated the full analysis flow, cutting the manual effort of assessing open-source security risk.

Multi-role backend for factory-to-outlet distribution

• Designed a multi-role system spanning Admin, Factory Manager, Warehouse Manager, Outlet Manager, and Customer workflows.
• Built 15+ REST endpoints in Spring Boot for inventory, order, and shipment management, backed by MySQL.
• Applied OOP principles across Product, Order, Warehouse, and Shipment entities for a scalable backend structure.