
Coding Is a Commodity. Your Company Still Needs Its Own Agent.
Vibe coding for non-coders is here. For teams that ship software for a living, the question is no longer whether AI writes code โ it's what kind of agent your company should own.
A Toronto-based digital architect building for the web and the agentic era โ from Angular, NodeJS and GCP to production AI agents and the Model Context Protocol.
Sharing knowledge and expertise through technical writing and publications.
I create user-centered digital experiences that blend innovative technology with strategic design, focusing on intuitive interfaces that drive engagement and deliver measurable business outcomes.

A comprehensive learning platform designed to help users master new skills through daily practice and structured learning paths. Built with modern web technologies to provide an engaging and effective learning experience.

A leadership simulator that puts you in realistic Tech Lead scenarios before you actually have to face them. Practice soft skills like navigating office politics, motivating team members, and making decisions under pressure.

A WordPress plugin marketplace offering premium extensions on a subscription model with automated license management and seamless updates.

Automate your customer support with the next generation natural language processing technology

A collection of open source services for PDF processing, Password removal, PDF AI chat, and more.

Generate personalized meals that avoid allergens and incorporate your favorite ingredients, promoting a healthy lifestyle with our advanced AI technology. Eat safely, live confidently.

Vibe coding for non-coders is here. For teams that ship software for a living, the question is no longer whether AI writes code โ it's what kind of agent your company should own.

A field-tested playbook for getting machine-readable output from LLMs โ three tiers of structured output, treating model output as untrusted input, the recovery layers you'll delete, and the GCP org-policy wall behind the real fix.

A coding agent is a loop around one primitive โ a tool call. Build the whole core from scratch in Python, running on a local Ollama model or NVIDIA's free NIM tier, with no Anthropic key required.

I have done researching and creating my first IT blog since 2012 then starting to design websites and web applications, and I am passionate about the web development career as well as designing AI agents and agentic systems.
I am a full stack developer. I take projects from the initial concept stage through to completion. I stay on top of leading front and back end technologies such as Angular, NodeJS, GCP, SQL/NoSQL, Docker, Restful API, AI/LLMs, MCP, LangGraph and Claude Agent SDK to ensure the optimum code performance and site security for my clients.
A big part of my work is building AI and agentic systems. I design and build production AI agents that automate engineering workflows โ automated code review, issue triage and code implementation โ and ship customer-facing AI features powered by the Model Context Protocol (MCP). I work across the agentic stack with tools such as LangGraph, LangSmith and the Claude API, building provider-agnostic integrations and the observability and quality gates that keep agents reliable in production.
My favorite work environments are Angular, NodeJS and GCP. They are outstanding digital technologies because of pre-build flexibility, ease-of-use structure code that allows you to spend more time on creating an actual website instead of spending time on repetitive code.
In my spare time, I love to travel as much as possible.