MuhammadFaraz Khan
I build multi-agent systems that move millions of records and act on them — ingestion, verification, enrichment, and outreach that runs itself once it's live.
- Builds
- Multi-agent systems
- RAG · CDC pipelines
- Scale
- 1.7M records
- largest system shipped
- Shipped
- 8 systems
- client work & solo builds
- Solo product
- VibeUI
- live · multi-tenant SaaS
- Based
- Karachi, PK
- open to remote roles
$ trace agent-pipeline --records 1.7M --agents 2 --status live
Architecture I built at Marktec
Lead pipeline, in order, as data flows left to right: sources feed PostgreSQL, then dedupe and normalize, then verify and enrich, then a Retrieval Agent and Copywriter Agent generate and send outreach.
ingest
MySQL · Excel · Gmail
PostgreSQL
Dedupe + Normalize
validate
Reoon Verify
AI Enrich
agents
Retrieval Agent
Copywriter Agent
delivered
Outreach Sent
~/about
Engineering intelligence into every layer
I'm a Computer Science graduate from NED University of Engineering & Technology (2021 – 2025) who fell in love with what happens when large language models meet real production data.
Today I work as an AI Agentic Developer at Marktec, where I architected a lead-management platform that unified 1.7 million leads from MySQL, Excel and Gmail into PostgreSQL — kept in sync in real time with Kafka + Debezium CDC — and powered by a multi-agent system that writes personalized outreach at scale.
Whether it's a Vision-LLM resume analyzer, a RAG assistant over 500+ documents, or an ML system forecasting climate extremes — I build AI that ships.
Education
BS Computer Science
NED University (NED-UIT)
Sep 2021 – Jul 2025
Based In
Karachi, Pakistan
Open to remote & on-site roles
Available now
Certifications
HCCDA-AI · Huawei
Data Science Bootcamp · DataCrumbs
Databases · Coursera / Meta
Focus
Agentic AI · RAG · LLM Apps
Data Engineering · CDC Pipelines
ML & Computer Vision
~/experience
Where I've been building things
AI Agentic Developer @ Marktec
Lead Management & Email Automation Platform — Client: DigitEMB (1.7M leads)
Live client deployments
- Ingested 1.7M leads from MySQL, Excel and Gmail into a unified PostgreSQL database.
- Built real-time Change Data Capture with Apache Kafka + Debezium to continuously sync all sources.
- Designed a deduplication & normalization pipeline resolving every lead to one canonical record.
- Integrated Reoon Email Verifier for deliverability scoring and an OpenAI-powered enrichment bot for missing attributes.
- Architected a multi-agent system (OpenAI Agents SDK): a Retrieval Agent queries PostgreSQL, a Copywriter Agent generates personalized outreach.
AI Engineer Intern @ DataCrumbs
Resume Analyzer & Email Outreach Agent
- Built a Streamlit app accepting resumes (image/PDF) + job descriptions, auto-saving uploads to Google Drive.
- Implemented a Vision LLM pipeline extracting skills, experience & layout — scoring resume-to-JD match (0–100) with structured feedback.
- Developed an email agent that formats & delivers the full analysis report to candidates; deployed on Streamlit Cloud.
- Shipped an n8n workflow sending personalized daily proposal emails from Google Sheets — zero manual intervention.
~/projects
Selected work I'm proud of
VibeUI
Solo full-stack / AI engineer · Full-stack AI web app · Developer tool
AI-powered UI generation from a conversation — describe your product, get a full set of production-ready React screens grounded in real competitor research.
VibeUI turns a short 4-question chat into a complete, multi-screen product UI. It interviews the user, researches their real competitors live on the web, and generates three production-ready React + Tailwind screens (e.g. landing + dashboard + settings) rendered in a live in-browser sandbox — built for people who can write the logic but freeze on frontend design decisions.
Highlights
- Conversational 4-question “vibe interview” that produces a structured design brief
- Live web-grounded competitor research (Google Search via Gemini) with a real-time activity log
- Multi-screen generation — 3 model-chosen screens per product, not a single component
- Live sandboxed preview (Sandpack) with code view and a screen switcher
- Multi-tenant auth with encrypted, per-user “bring your own key” API keys
- Per-account project history, plus a selectable generation model (Gemini 2.5 Flash / Pro)
Stack
Frontend
Backend
Data & Auth
Deployment
More work
Keep scrolling →
~/skills
My technical arsenal
AI & LLMs
Data Engineering
Programming & Frameworks
Tools & Platforms
~/testimonials
What people say about working with me
“Worked with Faraz on a data scraping project, and he did an excellent job. He gave me exactly what I wanted and was very flexible whenever I needed changes. My client on this project was a bit demanding, giving instructions day by day, but Faraz handled it well and met every deadline my client set. The leads he provided were good quality too. It was a really smooth experience overall, and I'm looking forward to working with him long term!”
Kay
Founder & CEO · Konnex
“Faraz took ownership of a 1.7-million-lead migration for our client and built the entire CDC pipeline and multi-agent outreach system with minimal supervision. He works like an engineer twice his experience level.”
Abdul Mueed
Team Lead · Marktec
“During his internship, Faraz shipped a complete Vision-LLM resume analyzer end-to-end — from pipeline to deployment — in weeks. He learns fast and delivers production-quality work.”
Abis Hussain
AI Mentor · DataCrumbs
“Faraz's final-year project on climate-extreme prediction showed strong applied ML skills and genuine research discipline. One of the more self-driven students I've supervised.”
Dr. Lubaid
FYP Supervisor · NED University (NED-UIT)
~/contact
Let's build something intelligent together
Have a project in mind, a role to fill, or just want to talk agents and RAG? My inbox is always open.
Karachi, Pakistan