
Sep 2025 – Present
Architecting a multi-tenant SaaS platform for dental clinics. Built the entire technical stack from scratch using scalable web architecture and real-time voice AI. Implemented complex RAG pipelines, automated subscription billing, and secure role-based access control systems.
May 2024 – Present
Founded a consulting practice identifying operational pain points for small businesses. Designed and deployed custom automation solutions, managing the full lifecycle from pitch to implementation. Built internal tools to manage multiple client deployments and handled all aspects of client relationships.
Jan 2024 – Apr 2024
Developed a financial modeling web application using modern full-stack frameworks. Created interactive data visualizations and integrated cloud storage solutions for scalable data management.
Nov 2023 – Dec 2023
Built an insurance policy visualization platform and automated data processing pipelines. Designed business intelligence dashboards for data reporting and performed statistical modeling on insurance datasets.
Jan 2023 – Feb 2023
Managed CI/CD pipelines, automating build and deployment processes. Configured and maintained cloud instances and virtual networks for development environments. Implemented infrastructure as code (IaC) principles to streamline cloud resource provisioning.
I actively study and experiment with production AI systems. My technical interests span across several cutting-edge domains:
Check out my GitHub for more.
Toronto Metropolitan University
Lighthouse Labs