AI
AI Agents & Voice AI
Customer-facing and internal agents for lead qualification, support, intake, scheduling and knowledge workflows.
Available for select AI & software projects
I turn AI ideas into working products.
AI engineer, builder and consultant helping businesses automate operations, launch AI agents, and ship custom software that creates measurable business value.
🇺🇸 USA🇨🇦 Canada🇸🇦 Saudi Arabia
What I build
From workflow bottleneck to production system.
I work with founders and operators who know where their business is losing time or revenue, but need someone who can turn the opportunity into reliable software.
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Automation & Integrations
Connect CRMs, ERPs, documents, email, voice and internal systems so work moves automatically instead of manually.
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Custom Software
Production web, mobile and backend systems built around your real operational workflow, not a generic template.
< 1 minRFQ to complete quote in a recent automation demo
+23%reported revenue lift from an after-hours dental AI receptionist deployment
13+engineers led while shipping AI-powered insurance software
Selected recent work
Systems built around business outcomes.
A mix of client delivery, product engineering and applied AI. Some client names are intentionally omitted.
RFQ → Quote Automation
Built a workflow that turns incoming RFQs into structured quotes using estimating rules and ERP-linked data, while keeping manual override in the loop. The demo generated a complete quote in under a minute.
Document AIERP integrationPricing rulesHuman-in-the-loop
After-hours AI Receptionist
Designed and deployed an AI receptionist for a dental practice to answer calls outside business hours, handle common questions, capture patient intent and route or book the next step.
Voice AILead captureSchedulingWorkflow automation
AI SDR & Growth Engine
Built an AI-assisted outbound system for researching prospects, qualifying accounts, personalizing outreach and preparing sales context, with the workflow designed to reduce repetitive SDR work.
AI agentsLead researchPersonalizationCRM workflows
AI Document Intelligence Platform
Led engineering on an insurance platform using LLMs and retrieval workflows to compare contracts, surface clauses and help teams navigate complex policy documents more efficiently.
RAGLLMsDocument ingestionCloud infrastructure
How I work
Fast enough for a startup. Structured enough for production.
01
Find the leverage
Map the workflow and identify the point where AI or software creates a real operational advantage.
02
Prototype quickly
Build the smallest useful version so stakeholders can see and test value early.
03
Integrate deeply
Connect the product to the systems the business already runs on.
04
Ship & iterate
Launch, measure what matters, and improve based on real usage.
Background
Engineering depth with an operator mindset.
University of Waterloo CS. Experience building and leading software across commerce, AI, cloud infrastructure and startups.
ShopifyNVIDIATwitterUltrassureALOH AIStartup founder
Have a workflow that should be automated?
Tell me what is repetitive, slow, expensive or difficult in your business. I’ll help you figure out whether AI, automation or custom software is the right answer.