// AI & automation · full-stack engineering

We forge wings.

You arrive grounded — manual ops, stuck systems, no automation. You leave airborne. AI agents, automation, and the full stack behind them, built by a team that shows the work before you commit.

6+ yrs
Principal Software Engineer
2023
Engineer of the Year
20–30s → <2s
Booking-engine latency, re-architected

What we do

Two lines, one forge.

The spearhead

AI & automation

AI agents, RAG chatbots, voice agents, and workflow automation across n8n, Make, and Zapier. The stuff your clients are asking for and most shops can't actually ship.

AI agentsRAGVoicen8nMakeZapier

The umbrella

Full stack

The software, web, and app engineering under it all. Node, Python, Next.js. Real-time systems, live tracking, payments and messaging wired in through Stripe, Twilio, and SendGrid.

Node.jsPythonNext.jsStripeTwilioSendGrid

Start with a fixed-scope automation audit or a starter agent build. Scale into a retainer once the work earns it.

Receipts

We'd rather show you than tell you.

Here's work already shipped.

01 / SHIPPED

$100–200K/ year saved

Availability-sync system

Killed the manual reconciliation eating a Canadian company's hours and money. Built, shipped, saving six figures a year.

02 / SHIPPED

$300K/ year saved

Vehicle-routing optimization

Same idea, different problem: find the waste the humans couldn't, hand back the money.

03 / SHIPPED

20–30s → <2s

Multi-OTA booking engine

Re-architected across GetYourGuide, Viator, Airbnb, and Rezdy — millions of requests. Actions that dragged for 20–30 seconds ran in under two; releases sped up about 30% on the CI/CD rebuild.

These were delivered as an employee, before Smithwing. They're the track record the forge is built on.

Demo

See it run.

A working demo — the spearhead, live.

Demo — coming this cycle

A 2–3 minute walkthrough of an AI agent / automation working end-to-end will embed here. Labeled a demo, because that's what it is.

Who's behind it

Adil Muhammad

The maker's mark goes on everything that leaves the forge.

Role
Principal Software Engineer · 6+ years
Recognition
Engineer of the Year · 2023
Training
DeepLearning.AI · ML Specialization
Core stack
Node.js · Python · Next.js

Ready to leave the ground?

Proven, not promised.