Toronto, ON
Full-stack software, from web apps to AI products
Over three years of experience building and owning web and mobile apps, lately as the engineer directly responsible for AI systems that accelerate growth and carry revenue-critical work.
- MRR bootstrapped in six months
- $50K
- listings on a marketplace I led to launch
- 50,000+
- monthly revenue on a clinic platform I rebuilt
- $80K
- client engagement lift from AI products I owned
- 8×
Engineer first,
owner by habit
I take products from problem statement to production, and stay accountable for the results.
Bachelor of Science, Computer Science (Specialization)
University of Western Ontario · May 2023
Over three years of experience building production-grade web and mobile applications: marketplaces, CRMs, internal tools, and most recently the core AI systems at a startup, where my work contributed to $50K MRR in six months and supported a 3× team expansion.
I own products end to end: problem identification, system design, development, QA, deployment, and continual updates. The discipline is the same whether the product is a medical clinic's CRM or a voice agent on live sales calls: full-stack fundamentals first, AI where it earns its place.
Toolkit
- Agentic AI
- GenAI
- MCPs
- n8n
- RAG
- AI Frameworks
- Prompt Engineering
- Voice Agents
- Next.js
- React
- TypeScript
- Node.js
- Express
- APIs
- Python
- MongoDB
- PostgreSQL
- Postman
- Vercel
- Git
- Agile
- Scrum
- Jira
- Roadmaps
- Backlogs
- Stakeholders
- A/B Testing
- UI/UX
- QA
- UAT
- GCP
- Docker
- CI/CD
- Linux
- Ubuntu
- Nginx
- Caddy
- DNS
- SSL
- Load Balancing
Experience
A record of my professional career: the roles, the products shipped, and their impact.
3
AI products owned end to end: Voice, Content & Viral Engines
25+ concurrent calls · 8× engagement · creation time down 60%
Directly Responsible Individual for three AI systems, designing and owning every layer: agent orchestration, prompt engineering, scraping and data pipelines, document and object storage, publishing systems, the full-stack web app, and internal tools.
What I shippedVoice Engine
25+ concurrent calls · speed-to-lead down 80%
AI voice agents for auto sales and internal revenue workflows: inbound qualification, outbound sales calls, and lead nurturing that augment business development reps where minutes decide the sale.
Content Engine
8× engagement lift · creation time down 60%
Researches, grounds, generates, and publishes brand-aligned content: multi-modal GenAI flows, RAG with proprietary intelligence pipelines, and direct multi-platform publishing with custom visual templates.
Viral Engine
Extends the Content Engine with agentic discovery: leveraging TokScript MCP with OpenAI, Apify large-scale web scraping, and Gemini Vision analysis to surface high-performing competitor content and re-fit it to each client's brand.
- Agentic AI
- RAG
- Voice Agents
- OpenAI
- Gemini Vision
- Apify
- MCPs
Let's continue the conversation
Hiring for a full stack role or scoping an AI build? Tell me what you're working on and where it's stuck.