Munova Solutions is my Saskatoon company building custom software and AI for businesses: web apps, internal tools, AI phone agents and automation. This is its public website, a motion-driven Next.js site with a full SEO build and a working contact form, live at munovasolutions.ca.

Marketing site for a Saskatoon yard work and snow removal business, built from the client's own flyer and live on its own domain: a dual-season design, scroll-driven motion and a single config file for all business content.

C++20 limit order book and matching engine built to production-grade low-latency standards — zero-allocation hot path, a TSan-verified lock-free ring buffer, and a full simulated exchange wired together over real loopback UDP with measured, honestly-reported latency.

In-house, self-hosted AI phone receptionist for a 7-location gym chain, built to replace a third-party AI vendor that shut down mid-contract. Answers a single main line for all clubs — grounded FAQs, live class schedules, warm transfers, lead capture — with a three-layer SIP failover to a human if anything breaks. It has since grown to place timed outbound calls to trial-pass members and to run as a monitored production system.

PDF-to-dashboard bookkeeping tool for a 7-location gym chain's accountant — parses RBC bank statement PDFs per location, auto-categorizes transactions against verified accounting rules, and replaces manual Excel entry with a batch-upload web dashboard and a Sage 50-ready GL export.

Co-founded and built a multi-tenant SaaS property management platform — landlords, tenants, and vendors on one system, with tenant isolation enforced entirely at the database layer via Postgres Row-Level Security. Deployed live on Vercel.

Event-driven fraud/anomaly detection pipeline on Azure — a Go scoring microservice consumes a live transaction stream from Event Hubs and flags amount, velocity, and geo-velocity anomalies in real time on a Next.js dashboard.

Self-hosted operating system for running an agency with AI agents: a real-time dashboard and Telegram bot, a JARVIS-style 3D agent HUD with voice dispatch, an Obsidian-vault second brain, and a business cluster that scouts leads and drafts outreach for my company, Munova, with a human approving every send.

Production invoicing system built for a real auto repair and towing business — managing clients, vehicles, invoices, and expenses with Canadian GST/PST tax handling. Deployed on Railway and actively in use.

Public marketing site for Autoholic Auto Care and Towing — a scroll-driven 3D interactive car model built with Three.js and React Three Fiber, animated with GSAP. Deployed live on Vercel.

Autonomous multi-agent system that reviews GitHub Pull Requests in real time, posting inline comments on specific lines of code — like CodeRabbit, built from scratch.

Agentic desktop AI assistant with an Iron Man HUD-style interface. Combines real-time voice I/O, persistent vector memory, and computer control — all running locally with Claude as the reasoning core.

Two-way offline translation system on Raspberry Pi 5 enabling real-time communication between ASL users and English speakers. Housed in a custom portable enclosure with battery-powered operation — no cloud dependency.

Website and back-office tooling for KawaKraft, a custom laser-engraved leather goods business: a dark-luxury brand site with a product catalogue, live at kawakraft.ca, plus a separate private invoicing and inventory app built for the shop's made-to-order workflow.

Modular 8-bit microprocessor in Verilog HDL with sequencer, instruction decoder, and ALU. Validated on Intel FPGA using Quartus synthesis and ModelSim functional simulation.

8-bit Verilog HDL multiplier designed to accelerate DNN workloads by approximating the least significant partial product columns — achieving ~12% area and ~11% power reduction with 95% last-layer inference accuracy.

Django-based collaborative travel planning application with booking and reservation management backed by a relational database.