Case Study
Childcare Matching Platform
Do AI WorkA childcare matching platform with a secure backend and an AI matching pipeline. My work focused on authentication, onboarding and API design, database security, infrastructure, and AI architecture research.
What it was
A platform that supports secure onboarding and a matching system that combines relational data with LLM-based reasoning.
What I worked on
- Built authentication and authorization backend services
- Implemented database row-level security and access controls
- Built onboarding APIs for collecting user preferences and profile data
- Configured private networking for secure database connectivity
- Maintained CI/CD workflows for reliable deployments
- Researched hybrid SQL + LLM matching architecture and evaluation
Tech Stack
Backend APIsDatabase security (RLS)Authentication & authorizationPrivate networkingCI/CD pipelinesREST APIsLLM Architecture
What this shows
End-to-end backend ownership, production infrastructure problem solving, practical AI pipeline design, and secure database design.