Case Studies

Startup Social Media Platform

Built scalable backend architecture and core product systems for a Florida founder building a social app.

• • Production API design
• • User auth, roles, admin tools
• • Cloud deployment-ready architecture

Fuel Delivery Marketplace (Uber-for-Gas)

Central Florida marketplace platform enabling customers, drivers, and admins with structured workflows and payments.

• • Multi-role architecture
• • Payments + subscriptions (Stripe-ready)
• • Notifications + operational workflows

Vision AI Accessibility App

Mobile-first product integrating vision AI for accessibility-focused workflows.

• • AI vision integration pattern
• • Subscription-ready backend foundation
• • Accessibility-minded product thinking

Multi-Tenant B2B SaaS Operations Suite

Internal operations platform for service teams with workspaces, audit-friendly workflows, and role-specific access.

• • Org/workspace permission architecture
• • Activity logs + admin controls
• • Reporting-ready data model

AI Customer Support Assistant

Retrieval-assisted support workflow that reduced repetitive ticket handling and improved response consistency.

• • Knowledge-base retrieval pipeline
• • Human-in-the-loop escalation flow
• • Response quality and usage tracking

Logistics Dispatch & Driver Ops Platform

Dispatch-first system for a Florida field operations team — coordinating drivers, assignments, and status updates.

• • Dispatch queue + assignment workflows
• • Driver status and operational alerts
• • Subscription and billing foundation

Simulated demo project

AI Outbreak Investigation Workflow

Interactive simulator for AI-assisted public health outbreak investigation: source-linked exposure leads, uncertainty, and mandatory human review. Fictional conference data only.

• • Human-in-the-loop evidence review
• • Privacy-first design (no face matching)
• • Audit trail of investigator decisions

Simulated demo project

AI Military Mission Support

Watch-floor alert triage simulator: cluster cues, show uncertainty, and escalate for human brief. Advisory only. Not a weapons system.

• • Source-linked alert clusters
• • Human corroboration / dismiss / escalate
• • Explicit no-autonomous-action design

Simulated demo project

AI Immigration Case Workflow

Attorney-supervised evidence checklist simulator for fictional immigration matters. Source-linked extractions, gap flags, and client follow-up. Not legal advice.

• • Evidence completeness review
• • Deadline reminders with human confirmation
• • No auto-filing or hallucinated facts