Software engineering
Full-stack products and internal platforms, from the interface through APIs, data, and deployment.
Mohamed Laraiche · Software and AI
I build automations, AI agents and web apps with n8n, Next.js and Supabase. Send me one process that costs your team time, and I will tell you honestly if I can fix it.
See how I work, told as a storyHow I work with an agency
Meet Tommy. He runs a small agency and answers the same questions every week. Follow the story, or jump to the step that sounds like you.
Tommy is a made-up character. The method is how I work with real teams.
Tommy runs a small marketing agency. His inbox is already full.
Who is the right team for this client? What do we ask before the first meeting? Which terms apply? The same questions, again and again. And every new teammate hears the same explanation, one more time.
Then an AI engineer joins the team. Not to pitch anything. To watch.
Every question gets followed back to where the answer lives. An old document. A chat thread. One person's memory.
The AI engineer connects the dots, and finds what is missing. A proposal builder that starts from what the team already knows. A blank page that fills itself. An onboarding that runs without Tommy.
Monday comes. The new teammate knows where to start. And Tommy's first draft is waiting.
Where does your team lose time? Tell me in two minutes.
Sound like your agency? Tell me which of these you live with. It takes two minutes and I read every answer.
Tell me yours, in two minutesFull-stack products and internal platforms, from the interface through APIs, data, and deployment.
Useful AI systems that connect models to company knowledge, workflows, people, and existing tools.
Working inside the problem with the people who own it, then shipping and refining the solution with them.
Profile
I started in frontend development, learning how a product should feel in someone’s hands. The work pulled me deeper into backend systems, databases, APIs, and full-stack delivery. Today, I apply that product foundation to AI and automation work at AY Automate.
My public work includes commerce platforms, booking systems, a car-rental product, a Moroccan accounting assistant, and an employee onboarding assistant with human escalation.
Experience
Frontend work built the visual and product instincts behind everything that followed.
HTML · CSS · JavaScript · ReactProjects became full products. I moved into APIs, authentication, databases, and application structure.
Next.js · Node.js · Supabase · Firebase · MongoDBI build AI-driven automation and custom systems around real business processes.
AI agents · n8n · API integrations · Airtable · ClaudeI am studying GTM so I can connect engineering decisions with demand, positioning, and distribution.
GTM systems · customer research · distributionSelected case studies
Browse the longer path through frontend work, full-stack applications, AI assistants, and automation View GitHub.
The company

A software practice owned by an engineer, built for direct collaboration and accountable delivery.
Molaraiche is the commercial home for my independent work. Clients work with me, with technical ownership and communication kept clear.
Platforms, internal tools, and web products.
Agents, knowledge workflows, and integrations.
Connected workflows that remove repetitive work.
Ongoing engineering support for products and systems.
I am learning go-to-market so I can understand how a product earns attention, reaches the right customer, and becomes part of a working business.
Contact
Tell me what is slow, unclear, manual, or ready to become a product.