One point of contact from idea, through development, to launch.
I build AI products.Websites, SaaS & mobile apps.From idea to launch.
I’m Milan, an AI consultant and full-stack developer based in Ontario, Canada. I help teams build custom AI applications, fast websites, SaaS products, workflow automation, and cross-platform mobile apps that are ready for real customers.
Tools & technologies
// How I Work01
A finished product.
Built directly with Milan.
I’m Milan, a full-stack and AI engineer in Ontario. I take products from idea to launch across web, mobile, backend, AI, and automation—with a clear scope and source code you own.
Web, mobile, backend, AI, and automation handled end to end.
Your source code, your repository, and deployment in your account.
// What I Build02
Products I take
from idea to launch.
Web, mobile, AI, and automation—designed, built, tested, and launched directly with me.
SaaS, Web & Mobile Products
Launch-ready products with authentication, billing, dashboards, APIs, admin tools, and app-store delivery. I can build an MVP from scratch or take an existing product to production.
Explore SaaS product engineering →
02 / AIAI Products & Agent Workflows
Practical assistants, RAG systems, tool-using agents, and AI features with human approval, guardrails, evaluation, and production monitoring.
Explore AI consulting →
03 / AUTOMATIONWorkflow Automation & Integrations
Reliable n8n workflows, APIs, webhooks, databases, email, and SMS integrations that reduce repetitive work and include alerts and recovery paths.
Explore workflow automation →More ways I can help
Business Websites & Web Platforms
Fast, accessible websites, customer portals, directories, content platforms, and custom WordPress or Astro builds designed around a real business goal.
Explore website development →Expo & React Native Apps
Cross-platform iOS and Android apps with real-device testing, backend integrations, store submission support, and a maintainable release workflow.
Explore mobile app development →OpenClaw, Hermes & Agent Setup
Private agent deployment, tool connections, model configuration, secure workflows, testing, and documentation for systems your team can operate.
Explore agent setup →Choose the right engagement
Compare focused consulting, development, automation, mobile, SaaS, and agent setup services before starting a project.
Browse all services →Not sure which service fits? Start with the problem and I’ll recommend the smallest sensible next step. Tell me what you’re building.
// My Progress03
From building features.
To leading complete products.
My path has moved from frontend engineering to enterprise full-stack systems, technical leadership, and AI-native product delivery. Today, I bring those layers together to help teams turn a useful idea into software people can depend on.
Learning by shipping
I began by building production interfaces and full-stack systems for real estate, recruitment, telecom, and banking projects. That work gave me a practical foundation in reusable frontend systems, APIs, data, and dependable delivery.
Owning the whole delivery
In Ontario, my role grew into technical leadership: client discovery, architecture, sprint planning, code review, CI/CD, and launch. I now work across web, mobile, backend, AI, and automation instead of stopping at one layer.
Making AI useful
My direction is practical AI product engineering for Canadian businesses and ambitious teams everywhere—combining strong software foundations with agents and automation that solve a clear problem and create measurable value.
// My Toolset04
The tools I use to build.
From idea to production.
A focused selection from my production work across SaaS products, mobile apps, backend systems, AI automation, and delivery.
// Selected Projects05
Products I’m building.
Systems made for real use.
A focused selection of AI products, SaaS platforms, client systems, mobile apps, and agent deployments I’m currently building, delivering, or supporting.

Canadian Tank Museum
A released iOS and Android audio-guide app with exhibit QR scanning, 70 multilingual tracks, and visitor ticket access.
XReporter
A private operations and reporting PWA for cleaning companies to manage staff, jobs, clients, live activity, and customer-ready reports.

Naagaa Capital Microfinance System
A private microfinance system for customer records, repayment schedules, automated reminders, SMS notifications, and day-to-day operations.

Hermes & OpenClaw Setup
Setup and deployment of Hermes Agent and OpenClaw with model providers, tools, memory, messaging gateways, hosting, and automation.
AI Web Awards
A released website evaluation and recognition platform that examines design, usability, accessibility, SEO, performance, and technical execution.
Sociaxo
An AI-native social publishing workspace that turns one idea, image, or video into platform-ready content for review, scheduling, and publishing.
// Before You Hire06
Three answers to get.
Before anyone writes code.
A good technical partner should reduce uncertainty before the build begins. I make the outcome, scope, operating costs, ownership, and handoff clear before you commit to a project.
Is this the right solution?
We start with the business problem, who experiences it, the current workflow, and what success should look like. AI, automation, a website, or an app is chosen only when it is the right way to create value.
What exactly are you buying?
You receive a written scope covering deliverables, exclusions, milestones, target timing, project cost, and separate third-party expenses. Changes are discussed and approved before they affect the quote.
What happens after launch?
Your agreed source code, repository, and production deployment live in accounts you control. Documentation, known limitations, launch support, and any ongoing maintenance are defined before handoff.
// Service FAQ07
Questions clients ask.
Before starting a project.
Direct answers about AI consulting, SaaS and web development, mobile apps, automation, OpenClaw, pricing, ownership, security, and launch support.
What can AI consulting and custom AI development do for my business?
I help you identify where AI can create practical value, then turn the right opportunity into a working system. That may be an AI assistant, a document or knowledge workflow, an OpenAI API integration, an internal tool, an AI feature inside an existing product, or an automated process. We begin with the business outcome, available data, users, risks, and success criteria. You can hire me for a focused technical consultation, a prototype, or the complete production build.
Can you turn my idea into a SaaS MVP, custom web application, or business website?
Yes. I can take a product from discovery and scope through interface, frontend, backend, database, integrations, testing, and deployment. A SaaS or custom web application can include authentication, roles, subscriptions, dashboards, admin tools, APIs, and notifications when they are part of the agreed scope. A business website can include responsive development, content structure, forms, analytics, technical SEO foundations, hosting, and domain launch. You do not need a finished technical specification before the first call.
How much will my software project cost, and how long will it take?
Cost and timing depend on the workflows, screens, user roles, integrations, data migration, AI usage, and launch requirements—not only the number of pages. After discovery, I provide a written scope with deliverables, exclusions, milestones, target timing, and a project quote. Third-party costs such as hosting, model or API usage, app-store accounts, email or SMS services, and paid software are identified separately so the ongoing operating cost is visible before development begins.
Can you fix an app built with Lovable, Bolt, Replit, Cursor, or another AI coding tool?
Yes. I can audit an AI-generated or vibe-coded application, identify what is reusable, and create a prioritized rescue plan. Typical work includes broken authentication, unsafe database access, payment or webhook failures, frontend and backend bugs, missing error handling, slow performance, deployment problems, tests, monitoring, and code structure. I do not promise a fixed rescue scope before seeing the repository and current production behaviour; the first step is an evidence-based code and deployment audit.
Can you build and publish an iOS and Android app with Expo and React Native?
Yes. I build cross-platform applications with Expo and React Native and can handle the app interface, backend integration, authentication, notifications, testing builds, release configuration, and store submission when included in scope. The app is submitted through your Apple Developer and Google Play accounts so you retain control. Apple and Google make the final review decision, so submission can be included but approval cannot be guaranteed. Store fees, policy-required content, and third-party service charges remain separate.
Can you automate my workflow with n8n and connect the tools I already use?
Usually, yes. I can map the current process and build an n8n workflow using supported integrations, APIs, webhooks, databases, schedules, and AI steps where AI is genuinely useful. Before quoting, I confirm that each service has suitable API access, authentication, permissions, and rate limits. Production delivery can include test data, error paths, retry or recovery behaviour, alerts, editable workflow files, and documentation. Hosting, paid subscriptions, API usage, and ongoing monitoring are defined separately.
What is included in an OpenClaw setup and support service?
An OpenClaw engagement can include installation on a supported computer or VPS, onboarding, model-provider authentication, gateway and channel configuration, tools and skills, secure remote access, backups, updates, health checks, and troubleshooting. The exact setup depends on who will use it, which accounts and data it can access, and what actions it may perform. Each gateway should have a clearly defined trust boundary; mixed or untrusted users may require isolated gateways or hosts. Hosting, model-provider usage, and paid connector fees are separate.
How do you handle security, ownership, deployment, and support after launch?
Security is planned around the actual data and risk: least-privilege access, server-side secrets, protected credentials, validated inputs, access controls, logging, backups, and vendor-specific data settings where applicable. You receive the agreed source code in your repository, and production is deployed to accounts you control unless the scope says otherwise. Handoff can include environment and deployment documentation, known limitations, and a walkthrough. A defined post-launch warranty or ongoing maintenance plan can be added; new features and third-party fees are separate from bug fixes in the delivered scope.