AI Agent Developer & Full-Stack Engineer
Building Digital FTEs and Intelligent Automation Systems

I specialize in building AI-powered automation systems and Digital Full-Time Equivalents (FTEs) using spec-driven development. My work focuses on creating intelligent agents that handle complex workflows autonomously while maintaining enterprise-grade reliability.

Core Expertise:

• 🤖 AI Agent Development – Building autonomous systems with OpenAI Agents SDK, MCP, and RAG architectures
• 📝 Spec-Driven Development – Using Claude Code and Agent Factory patterns for predictable, scalable solutions
• ⚡ Full-Stack AI Applications – End-to-end development with Next.js, FastAPI, and serverless databases
• 🔄 Digital FTE Solutions – Creating 24/7 autonomous workflows that replace manual processes

Living in the future – Learning and building tools to make agentic engineering faster for everyone.

• Building Digital FTEs using Spec-Driven Development and Agent Skills
• Implementing Cloud-native AI deployments with Kubernetes and Dapr
• Developing RAG chatbots with MCP integration for enterprise applications
• Exploring Physical AI and humanoid robotics simulation

Writing about AI workflows – Sharing learnings on building production-ready AI agents

Rapid prototyping – Full applications in days, not months, using agentic development stack

AI-native educational platform with integrated RAG chatbot. Interactive textbook built with Docusaurus, featuring production-ready conversational AI that answers questions based on book content using OpenAI Agents SDK, FastAPI, Qdrant vector database, and Neon PostgreSQL.

Tech Stack: Next.js, FastAPI, OpenAI Agents SDK, Qdrant, Neon DB
Live: Deployed on GitHub Pages

AI-powered task management with natural language interface. Evolving from console app to cloud-native chatbot, implementing MCP architecture, stateless conversation management, and Kubernetes deployment. Demonstrates full Agentic Dev Stack workflow.

Tech Stack: Next.js, FastAPI, OpenAI ChatKit, MCP SDK, Kubernetes, Helm
Status: Phase II (Full-stack web app) in progress

Pixel-perfect recreation of Portrait.so decentralized website builder landing page. Features 3D tilt effects, physics-based fly-in animations, interactive card stack, and responsive network diagram. Advanced UI interactions with scroll-triggered perspective animations.

Tech Stack: Next.js 15, TypeScript, Tailwind CSS, Framer Motion
Live: View demo

Pixel-perfect frontend recreation of Superwhisper landing page with functional AI writing demo. Complete landing page with hero, features, pricing, reviews, FAQ sections. Professional UI engineering showcase.

Tech Stack: Next.js 14, TypeScript, Tailwind CSS, Lucide Icons
Live: superwhisper-clone

Modern blog platform with dynamic content, search functionality, and category filtering. Responsive design optimized for all devices with fast, efficient frontend experience.

Tech Stack: Next.js 14, TypeScript, Tailwind CSS
Live: nexthive-blog

Full-featured fashion marketplace developed in 7 days. Sanity CMS for product management, Firebase authentication, order processing, responsive design. Includes comprehensive testing and business pitch deck.

Tech Stack: Next.js, TypeScript, Sanity CMS, Firebase
Live: outfit-plus

CLI AI agent that detects educational topics and responds in haiku format using Gemini API. Topic detection with poetic 5-7-5 haiku responses, tested across 20+ educational topics.

Tech Stack: Python, Gemini API (OpenAI-compatible), CLI
Status: Published CLI tool

Command-line tool for managing personal book collections. Published on PyPI with features for adding books, viewing collections, searching by title, and deletion.

Tech Stack: Python, CLI
Published: PyPI Package

Living in the future – Building tools to make agentic engineering faster for everyone

• Spec-Driven AI Development – Writing specifications first, AI generates implementation. Shifting from "syntax writer" to "system architect"
• Digital FTE Factory – Creating reusable Agent Skills and SubAgents that deploy across multiple projects
• Cloud-Native AI – Implementing Kubernetes deployments, event-driven architectures with Kafka/Dapr, AIOps with kubectl-ai
• Rapid Prototyping – Full applications in days using agentic development stack

Writing about AI workflows – Sharing learnings on building production-ready agents
Speaking at conferences – On vibe-coding vs agentic engineering and the future of development

I'm available for freelance projects involving:

• Digital FTE Development – Building AI employees that work 24/7 on specific business processes
• AI Agent Solutions – Custom agents for automation, customer support, data processing, or specialized workflows
• Full-Stack AI Applications – End-to-end development of AI-powered web applications
• RAG & MCP Implementations – Conversational AI systems with access to proprietary data and tools
• Spec-Driven Development Consulting – Helping teams adopt AI-native development workflows

Approach: I use spec-driven development to ensure clear requirements, predictable timelines, and maintainable codebases. Every implementation maps back to explicit specifications.

Let's build something intelligent together.

• 💼 LinkedIn: muhammadwaheedairi
• 🐦 Twitter/X: @mwaheedairi
• 🧵 Threads: @muhammadwaheedairi
• 📧 Email: muhammadwaheedairi@gmail.com
• 💬 Discord: Available for project discussions

"Ship beats perfect" – I build tools to solve real problems, then share them with the community. Currently exploring how AI transforms software development from typing code to orchestrating intelligent systems.

Focus areas: Agentic workflows, Spec-driven architecture, Cloud-native AI, Digital automation

Building the future of work where humans manage outcomes and AI agents handle execution.