GTM Engineer · Developer Experience · Full-Stack · Canada
I'm a GTM Engineer — a hybrid role that bridges engineering, product, and go-to-market. I build full-stack applications, design developer tools, create technical content, and enable sales teams with live demos and proof-of-concepts. My work spans from writing production .NET/Angular code to architecting AI agent systems and managing self-hosted infrastructure.
"I don't just build features — I build the systems, demos, and developer experiences that help products win."
I'm a GTM Engineer — a hybrid role that bridges engineering, product, and go-to-market. I build full-stack applications, design developer tools, create technical content, and enable sales teams with live demos and proof-of-concepts. My work spans from writing production .NET/Angular code to architecting AI agent systems and managing self-hosted infrastructure.
Previously, I've shipped products across mortgage automation, IoT, embedded systems, and construction tech. I think in systems — how code, content, and customer experience connect — and I move fast without cutting corners on the things that matter.
What makes me different: I operate across the full stack and the full funnel. I can architect a platform, build the demo, write the docs, and present it to customers — all in the same week. I'm most effective when I can own problems end-to-end.
Production systems where AI does real work — operating business platforms, filling funnels, cleaning data at scale, and bridging hardware to cloud.
An MCP server that gives AI assistants like Claude direct access to Mortgage Automator's CRM platform. 93 tools spanning contacts, deals, documents, tasks, and automation — turning natural language into real API actions.
A self-hosted outbound prospecting engine that discovers, classifies, and enriches private-lender prospects end-to-end. A Postgres warehouse holds 9,000+ scored prospects; a Next.js dashboard drives the pipeline from web-scrape detection to AI-drafted cold outreach.
A read-only Apps Script toolkit that audits a 60K+ contact CRM. Dedupes companies, rescues orphaned contacts, and classifies leads against an ICP with an LLM — all to reviewable Sheets, with a hard guardrail that nothing mutates the live CRM until a human signs off.
A Slack bot that answers template-variable questions with copy-pasteable document blocks in ~1 minute, across a 40+ tab glossary. Built on Google Cloud Functions with semantic search and persistent memory.
An automated competitive-intel system that monitors 21 lending-software competitors across 9 data sources, summarizes findings with AI, and publishes two Confluence reports every Monday morning.
A reporting system that pulls subscription, pricing, and loan/AUM data from a SQL-backed internal Query Builder API across four geographic data centers, reconciles it against HubSpot, and outputs 15+ analysis tabs to Google Sheets.
A Slack bot (a Zapier-replacement rebuild) that searches Jira across multiple projects for open tickets matching any message, and supports lookup by client ID — keeping support and dev in Slack instead of context-switching.
When a client is marked churned in HubSpot, this automatically notifies the connected third-party broker platforms so no integration cruft is left behind — gated by an owner-approval step and scheduled to fire on the closure date.
A document generation platform for the mortgage industry. Drag-and-drop template builder with dynamic field mapping, PDF generation, and integration with Mortgage Automator's API for real-time data population.
An AI-powered tender response system for construction companies. Ingests RFP documents, extracts requirements, and generates compliant proposal drafts — reducing response time from days to hours.
Hardware projects spanning custom PCB design, 3D-printed enclosures, and embedded firmware. Built sensor networks, automation controllers, and prototype devices — from schematic to assembled product.
Production infrastructure running 20+ Docker containers across cloud VPS and home lab. Traefik reverse proxy, CrowdSec security, automated SSL, monitoring, and CI/CD pipelines — all self-managed.
A system of 36 specialized AI agents across 7 functional areas — engineering, product, marketing, design, project management, testing, and studio operations. Orchestrated through n8n workflows with Claude as the reasoning engine.
From production code to the welding table — the full range of tools I reach for.
The value props behind the work — how I operate across the full stack and the full funnel.
I've built a system of 36 specialized AI agents organized across 7 functional areas. Each agent has a defined role, system prompt, and tool access — orchestrated through n8n workflows with Claude as the reasoning engine. This isn't a chatbot — it's an operating system for a one-person GTM team.
The maker-and-fire side of the forge — large-scale art cars built from welded steel, fire effects, and electronics.
Giant jackalope mutant vehicle built on a GM school bus. Steel construction with fire-breathing antlers (propane-fed), interior "plounge" with pillows, chandelier, and string lights. Toronto-built — traveled to Burning Man, Hyperborea, and Lakes of Fire.
30-foot-long, 19-foot-tall fire-breathing metallic dragon on a GM bus. Hand-cut, hand-welded sheet metal with articulating wings. Interactive fire, sound, kinetic, and light components. Canada's largest art car — Toronto-built.
Towering mutant vehicle — a union of steel, wood, flame effects, and electronics. Mobile platform for sound, light, and creativity built by an international team of artists and craftspeople.
Hardware-to-cloud, schematic-to-shipped. Reach out for full-stack work, AI agent systems, developer tooling, or a live demo.
References and live demos available upon request.
↓ Download ResumeGTM Engineer · Developer Experience · Full-Stack · Canada
I'm a GTM Engineer — a hybrid role that bridges engineering, product, and go-to-market. I build full-stack applications, design developer tools, create technical content, and enable sales teams with live demos and proof-of-concepts.
My work spans from writing production .NET/Angular code to architecting AI agent systems and managing self-hosted infrastructure. I think in systems — how code, content, and customer experience connect — and I move fast without cutting corners on the things that matter.
I operate across the full stack and the full funnel. I can architect a platform, build the demo, write the docs, and present it to customers — all in the same week. I'm most effective when I can own problems end-to-end.
I don't just use AI tools — I build them. MCP servers, agent systems, and automated workflows that multiply output. From PCB design and 3D printing to cloud infrastructure, I think across the physical-digital boundary.
Building MortyCP, AI agent systems, and self-hosted infrastructure. Shipping full-stack products end-to-end as a GTM Engineer.
Mortgage automation — Doc Builder, API integrations, customer-facing tools. .NET/Angular full-stack with Clean Architecture.
Construction tech & IoT — TenderPilot, embedded systems, PCB design, 3D printing. Bridging software and hardware.
Art cars & maker projects — Tarna, Heavy Meta, Meta Phoenix. Welding, electronics, fire effects, and community building at Burning Man.
When I'm not shipping software, I'm building fire-breathing art cars for Burning Man, designing custom PCBs, or 3D-printing enclosures for hardware projects. I believe the best engineers are the ones who build things with their hands too.
Based in Canada, available for remote work across North American time zones.
