Selected work

Examples of the systems I design, build, and scale.

These examples show the pattern of work I lead: turning business problems into production AI workflows, modernized systems, and measurable operational gains.

AI platform

Just Checking In

An AI-driven wellness platform built around automated check-ins, transcript capture, summaries, alerts, and caregiver/family visibility for senior wellness and healthcare follow-up use cases.

Shaped the product concept and AI workflow architecture
Connected transcripts, summaries, alerts, and context-aware follow-up flows
Focused on operational usability, reporting, and caregiver visibility

Multimodal support

Real-time AI support experience

Designed and prototyped a screen-sharing support workflow using React, Python services, multimodal vision analysis, spoken guidance, WebRTC, WebSockets, session logging, and Dockerized deployment patterns ready for production hardening.

Combined voice, visual context, and live session intelligence
Built around practical support and troubleshooting use cases
Designed for iterative product refinement and deployment readiness

Voice & communications

AI-enabled communications workflows

Designed voice and telephony-oriented systems combining conversational AI, text-to-speech-style interactions, reporting, follow-up automation, and communications orchestration.

Mapped conversational AI into real business workflows
Aligned system design with reporting and operational visibility
Focused on automation that reduces manual workload

Enterprise process improvement

Bell Canada IoT & solution delivery

Supported enterprise clients, dealers, and technical stakeholders across discovery, solution design, implementation support, and process improvements tied to measurable outcomes.

Contributed to 9% year-over-year IoT growth
Helped improve gross margin from 5% to 10%
Delivered $600K in personal sales while supporting wider team targets

Typical client value

Reduced manual processing by approximately 40% through workflow architecture and operational redesign
Translated ambiguous ideas into executable systems and delivery plans
Aligned business stakeholders, vendors, and technical teams to move critical delivery work forward

What these examples demonstrate

My value is not just implementation. It is the ability to combine architecture, delivery leadership, workflow design, and commercial judgment to build enterprise systems that operate reliably and deliver measurable value.