Agentic AI & Full-Stack Engineer

Muhammad
Umer Farooq

I build agentic AI products, LLM automation workflows, RAG systems, and data-heavy web apps that turn messy operations into reliable software.

Muhammad Umer Farooq

About Me

Hello, I am a software engineer focused on practical AI systems: agentic workflows, LLM-powered internal tools, RAG pipelines, web automation, scraping, API integrations, and full-stack products that ship into real business use.

Interests

I am especially interested in agents that can plan, retrieve, reason over private data, call tools safely, and automate repetitive workflows. I also enjoy open-source engineering, developer tools, data extraction, and reliable backend architecture.

Where I’ve worked.

A snapshot of the teams, products, and client work that shaped my engineering practice.

Software Engineer
Jun 2024 - Present

Software Engineer @ FrameworkIsland

I joined Framework Island as a Full Stack Developer II in June 2024, progressing to Software Engineer in July 2025. At Framework Island, I played a pivotal role in driving the development of the company’s software applications. My responsibilities included leading architecture discussions, guiding technical decisions. I have completed various projects with them and continue to work in a part-time capacity as a Software Engineer.

Freelancer
Dec 2021 - Jun 2025

Upwork Freelancer @ Upwork

I have started to work on Upwork on 07 dec, 2021, I have successfully completed over 111 projects and have received a 5-star rating on 90% of them. While I am unable to list all of my projects, I am proud to highlight a few of my most notable achievements.

Web Developer
Oct 2022 - Aug 2023

Web Developer @ Riphah International University

Riphah International University offered me the opportunity to work on building an alumni management system for Riphah International University. The university will use this system to manage and connect with its alumni. I was excited to take on the project and help the university strengthen its relationship with its graduates.

Contract Engineer
Oct 2022 - Jan 2023

Contract Engineer @ Mennr

I work as software developer at Mennr. I was responsible for developing and maintaining the company’s various projects. I was also responsible for managing the company’s servers and infrastructure.

Things I've been working on.

Recent builds across agentic AI, LLM workflows, RAG, automation, developer tools, and full-stack apps.

Jul 2025 - Ongoing

AgentBuild Self-built

Purpose AgentBuild is a model-agnostic coding agent built with LangChain JS and LangGraph JS. It ships as both a terminal CLI (a full-screen Ink + React TUI) and a desktop app (Electron + React + Tailwind) that share one agent core and session store. The agent can read, edit, and search code, run shell commands, use...

Jun 2025 - Ongoing

Modula Self-built

Purpose Modula is a unified, plugin-based application platform built with Hono and React. It is a TypeScript monorepo that pairs a Hono backend with a React frontend, plus shared packages for auth, database, UI, and a plugin SDK — so entire features (a public site, a super-admin panel, widgets, and more) can be dropped in as...

Education.

Formal education and academic achievements behind my software engineering foundation.

3

Bachelor (Bachelor of Science in Software Engineering) Gold Medalist

Feb 2020 - Jan 2024
3.74 / 4.00

Riphah International University (I-14 Islamabad)

2

intermediate of Computer Science (ICS (Computer Science with Mathematics))

May 2017 - Apr 2019
55%

Punjab College Of Commerce, 661 Peshawar Road Rawalpindi Cantt(2833)

1

Secondary School Certificate (Science)

May 2015 - Apr 2017
65%

F G Boys Secondary School Nai Chawni Westridge-1 Rawalpindi Cantt

Recommendations

What people say about working with me.

"
LUCA VENEZIANO

LUCA VENEZIANO

December 2022

CEO, Mennr

" Muhammad has demonstrated a dedication to excellence in his work, consistently going above and beyond to ensure that our products are of the highest quality. He is highly organized and task oriented, and he is always eager to take on new challenges. Muhammad is an excellent problem solver, with the ability to quickly and accurately diagnose and resolve technical issues. "

"
SAUD KHAN

SAUD KHAN

November 2022

Professor and Director Digital Learning, Riphah International University

" I have been supervising Umer for over six months on a large scale/complex web application project. During this time he has proven himself to be hardworking, task oriented, and adaptable to stressful conditions. Umer's approach to software development is very mature and he has the special ability to convert complex tasks into simpler ones. I found him devoted to his work and always keen to continue his intellectual growth. I have no doubt he can prove himself as a valuable asset for any team. "

"
MANUEL LEMOS

MANUEL LEMOS

November 2022

CEO, iContem

" Umer has been a very loyal and competent software developer that is always learning to become better in this profession. "

"
SUMAN SIGDEL

SUMAN SIGDEL

December 2019

Software Engineer, Nextdoor

" Working together with Muhammad, I figured that he is an extremely talented developer. His knowledge of full-stack web development is truly industry level. "

Let's Work Together

Have an agentic solution, LLM workflow, RAG product, or automation idea in mind? Send the context and I will reply with a practical next step.

Email

Best for AI automation scopes, agent workflows, RAG systems, and technical questions.

[email protected]

Collaboration

Open to freelance AI builds, automation consulting, open-source work, and product engineering roles.

View Upwork profile

Good fit for

  • Full-stack web apps, SaaS features, dashboards, and internal tools
  • Agentic apps, RAG systems, private search, and LLM copilots
  • Automation pipelines, scraping, crawling, and API integrations
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