With 7+ years of experience building software for international clients, I work across backend systems, full-stack applications, LLM integrations, AI agents, MCP servers, RAG and e-commerce integrations. I can help you build a new product, improve an existing Rails application, connect AI to real business data, or solve complex Shopify and e-commerce problems.
Build new products. Improve existing applications.
I build Rails applications and MVPs from the ground up, and extend software that is already in production, with new features, API integrations, performance fixes and upgrades across the backend and frontend.
What I work with: Ruby on Rails · PostgreSQL · Hotwire · React · APIs · Background jobs · Automated tests
7+ years of production Rails for clients in the US and Germany. See my projects.
Explore Rails development
Build AI features that work with real application data.
I integrate LLMs into Rails apps, build AI agents that use your application's tools, and connect models to business data, with validated tool inputs, controlled write actions, evaluation and tracing.
What I work with: LLM integrations · AI agents · MCP servers · RAG with pgvector · Evals · Observability · Workflow automation (n8n)
Working projects with MCP, RAG, tool calling and agent evaluation: shop_mcp_server, ai_shop_assistant and product_geo_agent, plus fixes merged into the little_ghost Ruby gem.
Explore AI engineering
Custom commerce features and reliable integrations.
I build store functionality that off-the-shelf apps do not cover, from custom Shopify apps and checkout changes to Shopify Plus B2B, and keep products, inventory and orders in sync across stores, marketplaces and other systems.
What I work with: Shopify apps · Shopify Functions · Checkout UI Extensions · Liquid · BigCommerce · Amazon SP-API · Product, inventory and order sync
Contributed to five published Shopify App Store apps, three also on BigCommerce.
Explore e-commerce development
Help AI assistants understand your products.
I check the product and brand information AI assistants rely on when they answer shopping questions, then fix the gaps in order of impact. No one can guarantee a recommendation, but missing information can be fixed.
What I assess: Product content · Buyer questions · FAQ coverage · Schema.org structured data · Brand mentions · AI search testing
I built product_geo_agent, an agent that runs these checks and was tested on a Shopify development store, and I apply the same practices to this website.
Explore AI search visibility
For agencies: I join your team as a Rails, AI or Shopify developer on client projects, including white-label work, under your process and tools.
All prices are in USD.
Available now, and I usually reply within a few hours. The fastest way is email: mohammadalijaisar@gmail.com. Tell me whether you want a full-time hire, a contract, or a project, and a little about the work and your stack.