01 · About3+ years

I work at both endsof the product.

Full Stack AI Engineer in Islamabad. I write the product and the AI that sits inside it, and I have carried both to production on my own more than once.

Name
Muhammad Faizan Maqbool
Role
Full Stack AI Engineer
Base
Islamabad, PK
Local
UTC+5 --:--
Mode
Open to remote
Record
3+ years
Daily
TypeScript, Next.js, React, Node.js, Python, FastAPI, PostgreSQL, MongoDB, AWS
Notes03
Note 01

My day runs in TypeScript, Next.js, React, Node.js, Python and FastAPI, on PostgreSQL and MongoDB, deployed to AWS and Vercel. The AI half covers retrieval pipelines, LangChain agent workflows, vector embeddings, semantic search and prompt design against the OpenAI API.

Note 02

The parts that rarely make a headline are the parts I care about. Relational schemas that hold up under load. REST boundaries that let one service scale without dragging the rest along. JWT, OAuth 2.0 and role based access that survive a real multi tenant model. Query plans that stop a dashboard from timing out.

Note 03

At Nysonian I write AI features over databases holding millions of customer records. Through September 2026 I was also the only developer on AI SaaS products at NESL‑IT, from system design to release. Before that, two and a half years at Silverthread Labs on Ezly, GlanceAI and SEO focused Next.js sites.

Timeline

2019 → now

Education, roles and a certificate, in the order they happened. Scroll to move through time.

01 · Education
Sep 2019 → Jul 2023 · Islamabad, PK

COMSATS University Islamabad

Bachelors degree

  • 01Graduated in July 2023, the same month the first internship began.
02 · Role · Remote
Jul 2023 → Sep 2023 · Ontario, CA

Precise Technologies

Web Developer Intern

  • 01Reusable React and Next.js components, and responsive work across screen sizes for internal and client facing applications.
  • 02REST API development and database reads and writes, learned in practice rather than in theory.
  • 03Debugging, testing, performance work and Git based team workflow in an Agile setting.
03 · Role · Hybrid
Oct 2023 → Mar 2026 · Rawalpindi, PK

Silverthread Labs

Full Stack Developer

  • 01Ezly, a production LLM and machine learning platform with inference pipelines, persona based responses, saved replies and proposal generation, behind a full Next.js and TypeScript interface.
  • 02GlanceAI, an AI web assistant running as a Chrome extension and web app, returning page summaries, key points, chat over page content and related links.
  • 03SEO focused Next.js applications on SSR and SSG, reaching 95+ Lighthouse scores.
  • 04Authentication written from scratch: JWT flows, Better Auth sessions, OAuth 2.0 and role based access for multi tenant SaaS.
  • 05Stripe payments, internationalization, and MDX documentation in Fumadocs, which cut onboarding time for new developers.
04 · Certification
2025 · Coursera

IBM

Full Stack JavaScript Developer, Professional Certificate

  • 01Issued by IBM through Coursera. The credential link opens the verified certificate.
05 · Role · Remote
Apr 2026 → Sep 2026 · United States

NESL-IT

Full Stack Engineer, Contract

  • 01Sole developer on AI SaaS products, owning system design, database schema, frontend, backend and production release.
  • 02LLM pipelines and agent workflows on LangChain and the OpenAI API, for work that previously needed a person at every step.
  • 03Modular Node.js services along microservices lines with clear REST boundaries, so parts of the product scale on their own.
  • 04CI/CD through Vercel and GitHub Actions, so releases repeat without a checklist.
06 · Role · On siteNow
Apr 2026 → Present · Islamabad, PK

Nysonian Inc.

Full Stack AI Engineer

  • 01eCommerce platforms and internal tools on Next.js, React, TypeScript, Node.js, Python and FastAPI, covering order management, shipping, support and daily operations.
  • 02AI features over PostgreSQL databases holding millions of customer records, so staff query business data in plain language instead of writing SQL.
  • 03An AI content management system that absorbs repeat internal work for the operations team, plus cross department automation on LangChain and n8n.
  • 04Shopify and ShipHero wired into internal services so order fulfilment and inventory stay in sync without manual entry.
  • 05Deployment and infrastructure on AWS, including the release process, uptime and production triage.
How I work04
  1. 01

    Own the whole path

    On NESL‑IT products I held system design, schema, frontend, backend and the release. Nothing waited on a handoff.

  2. 02

    Measure in the field

    Lighthouse and Core Web Vitals on production pages, not on my own machine. The SSR and SSG work at Silverthread reached 95+.

  3. 03

    Automate the repeat step

    If a person does the same step every day, it becomes a LangChain or n8n workflow that triggers the follow up for them.

  4. 04

    Write it down

    MDX documentation in Fumadocs, which cut onboarding time for new developers on the codebase.

NowISB --:--

Full Stack AI Engineer at Nysonian, on site in Islamabad. Open to remote roles.