Full-Stack AI Engineering · Next.js · Python · Laravel

Custom AI Development, RAG Pipelines & MCP Servers Shipped to Production.

The Problem Stalling Your Roadmap: Demo notebooks are easy, but shipping low-latency pgvector/Milvus RAG, multi-LLM gateways, and secure MCP servers requires battle-tested systems engineering.

Your Engineering Win Work directly with a 15+ year Senior Full-Stack & AI Engineer ($1M ARR marketplace lead, 100% Upwork JSS) to ship staging-verified AI software.

pgvector & Milvus RAG Custom MCP Servers (OAuth) Next.js 14 & Laravel 10 Python FastAPI & Kafka

Book 15-Min AI Dev Huddle → Message Shak on WhatsApp →

Staging-First Delivery Clean Git & CI/CD 60-Day Warranty

Custom AI Development: RAG, Agents, MCP & SaaS

Shipped AI Systems Telemetry Production Verified

Command Center AI SaaS Next.js 14 · Supabase pgvector · MCP Server

80+ APIs · 4 LLMs

Distributed AI Crawl Service Python FastAPI · Milvus · Apache Kafka

Async Vector Pipeline

80+ APIs

Shipped in Command Center AI

pgvector & Milvus

HNSW Hybrid Semantic Search

Custom MCP

OAuth 2.1 Tool Servers

$1M ARR Lead

400,000+ Marketplace Users

End-to-End AI & Full-Stack Delivery

What We Build & Ship in Custom AI Development Sprints

Production code written in TypeScript, Python, and PHP with strict schemas, automated tests, and zero junior handoffs:

Build 01 · Hybrid RAG & Vector

pgvector & Milvus RAG Pipelines

We build end-to-end document ingestion, async web crawling (Crawl4AI / FastAPI), intelligent Markdown chunking, HNSW vector indexing, and source-cited retrieval.

Proven in Production: Powers Command Center AI and our distributed FastAPI + Milvus + Kafka crawl engine.

Build 02 · Agents & MCP

Custom MCP Servers & Multi-LLM Gateways

We build custom Model Context Protocol (MCP) servers with OAuth 2.1 and unified gateways across OpenAI, Claude, Gemini, and Grok with real-time SSE streaming.

Plug Into Claude & ChatGPT: Expose your SaaS or clinic tools safely to AI assistants with full audit logs.

Build 03 · Full-Stack SaaS

Next.js 14, Laravel 10 & WordPress Automation

From multi-tenant SaaS dashboards and Stripe Connect billing to AI vision apps and automated WordPress content & CRM pipelines, we own the stack end-to-end.

5.0 Verified Reviews: Praised by Chris M. Walker, Jim Sabellico, and Steve Weatherford for fast, reliable delivery.

AI Engineering FAQ

Frequently Asked Questions About Custom AI Development

How we scope, build, and deploy custom AI software and full-stack platforms.

What AI and full-stack technologies do you ship in production? +

We build with Next.js 14, TypeScript, React, Laravel 10, Python FastAPI, PostgreSQL + pgvector, Milvus vector DB, Apache Kafka, Redis, LangChain, OpenAI, Anthropic Claude, Google Gemini, xAI Grok, and custom Model Context Protocol (MCP) servers.

Have you built and scaled real production AI platforms and marketplaces? +

Yes. Md Shakil Ahmed served as Lead Engineer scaling Legiit to $1M ARR & 400,000+ users, architected Command Center AI (80+ API routes, hybrid pgvector RAG, 4-provider LLM gateway, custom MCP server with OAuth), and built distributed Python FastAPI + Milvus + Kafka crawl pipelines.

Can you build a custom MCP server so Claude or ChatGPT connects to our software? +

Yes. We build custom Model Context Protocol (MCP) servers with OAuth 2.1 authentication, rate limiting, and audit logging so your team or customers can query live data and trigger safe actions directly from Claude, Cursor, or ChatGPT.