Abdullah Mughees.Full Stack & AI Engineer building
AI-powered platforms.
I build backends and AI systems — RAG pipelines, LLM agents and the APIs behind them. Focused on backend architecture, API development and real-time AI integrations — shipped for startups across Pakistan, Dubai and the US.
- 3+
- Years shipping production
- 8M+
- Pages searchable in ShamelaGPT
- $0.06
- Per-minute Sonoria voice calls
- 93%
- Thesis review time cut
Systems shipped to production.
Sonoria — an AI voice assistant & booking platform
A voice AI platform for service businesses: customers call a number and an AI books, reschedules, cancels, and takes payment end-to-end — no human on the line. Built on the OpenAI Realtime API, Twilio, Django Channels, and Stripe Connect.
- Voice AI
- SaaS
- Django
- Twilio
KodeReach — LinkedIn AI prospecting at scale
A LinkedIn prospecting platform that automates outreach and lead qualification for thousands of prospects a month using Selenium, LangChain agents, and a Chrome extension. Used by 100+ paying clients.
- LangChain
- Automation
- Selenium
- FastAPI
AI Thesis Review — faster, fairer academic evaluation
An AI-enhanced thesis submission and evaluation platform for universities. Vector search surfaces similar prior work and grounds rubric-based grading, cutting review time by roughly 93%.
- LLMs
- Vector Search
- EdTech
- Django
Notes on AI, backends and RAG.
Is an LLM 'intelligent'? How AI differs from a chair or a table
A grounded look at what 'intelligence' and 'understanding' actually mean, why a language model is more than an inert object but not a mind, and where the useful line sits for people who build with these systems.
- AI
- LLMs
- Concepts
How FastAPI actually works: ASGI, async and dependency injection
A look under the hood of FastAPI — the ASGI contract that replaced WSGI, how the event loop turns async def into concurrency, and how Starlette, Pydantic, and dependency injection fit together over the life of a request.
- FastAPI
- Python
- Backend
Llama 3 70B vs Claude: how to choose an LLM for your product
A grounded framework for choosing between an open-weights model you host yourself and a hosted frontier model — weighing quality, latency, cost at scale, privacy, and the operational burden that rarely makes the pitch deck.
- LLMs
- Architecture
- Cost
Building with Claude and Cursor: an AI engineer's workflow
An honest account of how AI coding tools actually fit into my day — where they save real time, where they quietly cost it, and the habits around context, prompting, and review that separate a speedup from a mess.
- Tools
- AI
- Workflow