Monograph · Edition MMXXVI
Lahore, Pakistan
Senior mobile & full-stack engineer
Flutter apps, voice AI and the FastAPI backends behind them. I design, build, ship and run the whole product.
Move across the portrait to see the signal underneath
Taking on a small number of products this quarter
§ I · AI-assisted engineering
I build with AI agents every day, and treat them like a very fast team that never gets the final word.
The agents write. The machine verifies. I sign.
Agentic coding
Daily driver for multi-file changes, refactors and reviews, and the engine inside Meridian, my agent orchestrator.
Agentic coding
A second agent for parallel tasks and an independent take on tricky diffs.
Agent-first IDE
Exploring and prototyping with agents that plan, edit and test across the workspace.
Model Context Protocol
Connecting agents to real systems: browsers, design files, docs and issue trackers.
Orchestration
Dependency-aware waves of agents with shared memory, verified by the machine, not by their own reports.
In production
The same discipline in shipped products: Vapi outbound callers, LiveKit voice ordering, tool-using assistants.
§ II · Selected work
Eight products, each with the problem, my role, the stack and the result. Open any one for the full story.
BrewlyVoice orderingLiveKit agent + live order sync
Tier75 · continued as independent research0 licence feesOn-device wake word via ONNX
Scale AppChat → brokerEscalation without repeating yourself
Independent researchExit codes onlyThe only accepted proof of success
More case studies
§ 0 A working thesis · revised 2026
The next generation of software will not have buttons. It will have brains and voices. And it will be judged by what survives production, not by what impresses in a demo.
Most products don’t fail in the demo. They fail in the gaps between the people who each built one slice. I close those gaps by owning the whole product, from the first sketch to the server it runs on, with AI agents doing the heavy lifting and nothing shipping that I haven’t verified.
§ III · Experience
From a single screen, to the whole product, to the servers beneath it.
2026 — Present
Mobile Application Engineer · Freelance · Remote
Takes features from raw design to production on iOS and Android; built CI on GitHub Actions so every commit builds and tests itself; runs beta programmes through TestFlight and Play Console; rebuilds signup, onboarding, and verification journeys to reduce drop-off.
2025 — Present
Senior Mobile Engineer · Infrastructure · Full-time · Lahore
Builds mobile apps, voice agents, and backend services for client products. Architect of Brewly's real-time voice ordering, lead on Scale App, backend for an outbound voice dispatch product, and engineer of record for two production servers carrying around thirty projects.
2025
Mobile Application Engineer · Full-time · Lahore
Built real-time driver and passenger monitoring for Posh Rideshare, a US mobility platform, across Flutter, Kotlin, Swift, and .NET, and shipped releases to both app stores.
2025
Voice Agent Engineer · Contract · Remote
Co-built an always-on Android voice agent: hotword activation, LangChain and LangGraph tooling, AssemblyAI and on-device speech, ElevenLabs voice, Kotlin background services over WebRTC, and live web search.
2023 — 2025
Mobile & Automation Engineer · Freelance
Mobile applications, games in Python, and automation in Bash and VBScript: the formative years of learning that every system is ultimately a pipeline.
§ IV · Tech stack
Five strata, one owner.
Stratum 01
Why it should exist at all
Stratum 02
Where people meet the product
Stratum 03
Where milliseconds decide trust
Stratum 04
AI workflows that reason and act
Stratum 05
Where it all has to keep running
§ V · Writing
Notes from the field.
October 2026
Discovery is moving in three phases: from searching and clicking, to asking an assistant for a shortlist, to agents negotiating with agents. Products built only for human eyes will quietly lose the third phase.
2026
A field note on wake-word detection: why training on synthetic audio failed, why an open-source ONNX model looked broken, and why the fault lived in the Linux audio daemon all along.
§ VI · Contact · Commission
Remote · worldwide
Would twenty minutes on your product be a bad idea?
Before you ask
“One person can’t own all of that.”
Agents share the labour. I own the outcome.
“AI-written code is a liability.”
Unverified code is. Mine is tested, then read.
“Remote means chasing updates.”
You get builds to tap, not status reports.
“I’ve been burned by a freelancer before.”
That’s why the method is published.
Languages · English for work · also Urdu, Punjabi and Pashto