Toronto, ON
Full-stack software, from web apps to AI products
Over three years of experience building and shipping web and mobile apps, lately as the engineer directly responsible for AI systems that accelerate growth and carry revenue-critical work.
- MRR contributed 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 content
- 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
- Stakeholder Management
- A/B Testing
- UI/UX
- QA
- UAT
- GCP
- Docker
- CI/CD
- Linux (Ubuntu)
- Nginx
- Caddy
- DNS
- SSL
- Load Balancing
Experience
Four roles since 2023 and the products shipped in each: full-stack platforms, mobile apps, and AI products.
3
AI products owned end to end: Voice, Content & Viral
25+ concurrent calls · 8× engagement · creation time down 60%
Directly responsible 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 over proprietary brand and market intelligence, and direct multi-platform publishing with custom visual templates.
Viral Engine
Extends the Content Engine with agentic discovery: the TokScript MCP with OpenAI, Apify-scale scraping, and Gemini Vision analysis 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.