Muhammad Faiz, AI Engineer & Solo Founder.
Who
21, Bahawalpur, Pakistan. BS Artificial Intelligence, Islamia University of Bahawalpur, CGPA 3.46. Remote or relocation.
Live
- FAI Legal, failegal.site
On request
- FAI ERP
Also built
- AI content system, 5 clients
- Rose, WhatsApp assistant (lab)
- GoHighLevel freelance, 2024 to 2025
- 200+ MQL5 bots (lab)
Works with
Python, Node.js, TypeScript, Next.js, PostgreSQL, retrieval and reranking, LLM APIs, Linux servers.
MuhammadFaiz
AI Engineer & Solo Founder
I build AI products from the first idea to the server they run on. Right now that is FAI Legal, legal research for Pakistan that answers only from the record.
One person, several products, all of them real.
I did not start with a team. I started building, and kept the things that people used.
I am 21 and studied Artificial Intelligence at the Islamia University of Bahawalpur. Before that I worked in two travel agencies while at university, doing networks, design and ticketing. Today I design, build and run my own products under the name FAI Productions, and I build for clients too.
I work with AI tools every day, the way a carpenter works with power tools. What I bring is the product: deciding what to build, how it should behave when it is wrong, and making it hold up in front of real users.
FAI Legal: nothing from memory, everything from the record.
A research and drafting assistant for Pakistani lawyers. Live, with a free plan and paid plans.
The problem
Pakistani statutes are scattered and amended, judgments sit behind subscriptions, and general chatbots invent citations that look real. An advocate ends up checking every reference by hand.
What I decided
FAI retrieves before it answers, and every answer has the same four parts: findings, the exact statute text, judgments on both sides, and sources. A citation is marked verified only when the judgment was actually retrieved. What cannot be verified is said, not hidden.
What I built
Hybrid keyword and semantic retrieval with a reranker, a fast answer labelled unverified while the checked one is prepared, drafting from 58 lawyer-reviewed templates with citations gated against the record, accounts and plans, and the Linux server it runs on.
What I learned
People trust a product that admits its limits. The site says which High Courts are not covered yet, and the drafts carry a note that an advocate must settle them before filing.
Figures counted on failegal.site, September 2026. Screens are real captures of the product.
Other things I have built
FAI Legal is the one live product. Everything below I show on request: message me and I will walk you through it.
FAI ERP
On requestInventory, sales and purchasing for small businesses, with a Pakistan import-duty calculator that reproduces the customs system's own figures. Next.js, TypeScript, Supabase.
FAI Productions content machine
On requestAI video and social content for 5 clients, including Blk.Restaurant in Abu Dhabi and Riyadh: client footage in, reels, stories, carousels and human-sounding captions out.
Rose
On requestA WhatsApp assistant on my own server. A router sends each message to a specialist for reminders, research, voice notes and scheduled jobs.
Gold trading bots
On request200+ MQL5 Expert Advisors for XAU/USD: scalping, swing, trend and intraday, with position sizing and drawdown limits. No returns are claimed here.
GoHighLevel automation
On requestFreelance, June 2024 to June 2025. CRM pipelines, funnels, booking and follow-up sequences for remote clients, joined up with n8n, Make and webhooks.
The road so far
2022
BS Artificial Intelligence begins. First job at Skywise Travel.
2023
Skymate Travel: Galileo GDS and brand design.
2024
Independent: trading bots, GoHighLevel clients, automation.
Jan 2026
Degree result, CGPA 3.46.
Jun 2026
FAI Legal ships, desktop first, then web.
Now
Running FAI Legal, and building for clients.
AI and retrieval
- LLM APIs and failover
- Embeddings
- Reranking
- Hybrid search
- Agents
Build
- Python
- Node.js
- TypeScript
- Next.js
- PostgreSQL
- Supabase
Run
- Linux servers
- Caddy
- Vercel
- Playwright
Automate and make
- n8n
- Make
- GoHighLevel
- DaVinci Resolve
- Higgsfield
What building solo taught me.
Start with one real user.
FAI Legal shipped first as a desktop app for one practising lawyer. The web app, the judgment archive and drafting came after real use.
A file is not proof it ran.
Before I say something works, I look at it working in production, the way a user would.
Admit the edges.
An empty result and a failed one must never look the same. Neither should a verified citation and a guess.
Let's build something.
I am looking for AI engineering and AI product roles, remote or with relocation, and I take on client builds through FAI Productions.