• BSc, Honours Specialization in Computer Science – Western Univeristy

I build internal production agents and software as freelance/FDE for individual clients. Working to consolidate my work as SaaS/GaaS.

• Inventory management agent and online ordering infrastructure for Food & Beverage. Core Efforts:
  • Tenant isolation model,
  • per-user identity and audit layer,
  • Cloudflare Access gated CI/CD,
  • cross-platform inventory change propogation pipeline (Website, Toast, Uber Eats, DoorDash)
• Automated patient follow-up and scheduling platform using PMS (Tracker, Jane) patient logs and appointment data for Dental, Physio, Chiro, and RMT Practices. Core Efforts:
  • Tenant isolation model,
  • Entra/Google SSO with allowlist gating,
  • PMS ingest architecture,
  • PHI security & compliance model

• Applied work experience in:
  • Cybersecurity (Blue-team SOC)
  • Software engineering (Full-stack, Cloud, Data, ML)
• Academic background in
  • Databases
  • Networking & Security
  • Data Structures & Algorithms
• First-Name Author in IEEE GLOBECOM 2026 Paper: Asynchronous Layer-Wise Weight Updating for Communication-Efficient Federated Learning in IoT Health Devices