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Agentic AI/ML Engineer

Muhammad Umar Farooq

BS Artificial Intelligence student at UMT — building autonomous AI agents, ML pipelines, and intelligent automation that ships beyond the classroom.

CGPA 3.81 70% Scholarship Panaversity AI Dean's Award
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About

Building systems that actually ship

I'm a BS Artificial Intelligence student at University of Management & Technology (UMT), Lahore — maintaining a 3.81 CGPA on a 70% merit scholarship, recognized with the Dean's Award (top 10% SGPA in department).

I'm enrolled in the Panaversity Agentic AI Program, building production-grade autonomous agents using LLMs, Groq, and multi-agent architecture patterns.

Beyond AI, I bring real-world experience in customer services, US dispatch operations, and peer tutoring — keeping me grounded in practical, communicative problem-solving, not just theory.

Languages: Urdu (Native) · English (Advanced) · Turkish (Basic)

AI Engineer   .   Builder

Production minded AI-Engineer building autonomous systems that are useful, not just impressive.

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CGPA at UMT
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Merit Scholarship
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Projects Shipped
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AI Agents Built

Education

Academic Background

Oct 2023 – Present
BS Artificial Intelligence
UMT, Lahore
CGPA 3.8170% Scholarship Dean's Award

Dean's Award — top 10% SGPA in department

Sep 2021 – Jun 2023
FSc Pre-Medical
Punjab Group of Colleges (PGC)
970 Marks88.2%50% Scholarship
Jun 2019 – Jun 2021
Matric (Science)
Iqra Huffaz Secondary School, Lahore
Biology A+Chemistry A+1085 Marks98.6%

Experience

Where I've worked

UMT — Peer Tutoring
Mar 2025 – Jul 2025
Academic Tutor · Lahore, Pakistan
  • Tutored peers across multiple subjects, improving academic performance and helping students secure strong grades.
  • Adapted teaching methods to fit different learning styles, honing communication and leadership skills.
Shopify Store
Nov 2024 – Jan 2025
Customer Services · Remote
  • Resolved customer inquiries via email and chat — handling orders, returns and product questions with speed and clarity.
  • Managed post-purchase support, tracked shipments, and coordinated with suppliers for smooth issue resolution.
Grasp Solutions (Pvt) Ltd
Jun 2024 – Sep 2024
Operations & Client Communication · Lahore
  • Developed professional communication skills managing high-volume client interactions under strict time constraints.
  • Built strong operational discipline — high accuracy, process adherence, and reliability across all tasks.
SMZ Dispatch Services
Feb 2024 – Apr 2024
Sales & Cross-Cultural Communication · Lahore
  • Honed cross-cultural communication managing real-time coordination with US-based clients in a sales environment.
  • Strengthened reliability, scheduling discipline, and the ability to perform under pressure in a client-facing role.

Selected Work

Things I've built

002
Agentic AI
Personal AI Employee

Autonomous Gmail monitoring with a reasoning loop, human-in-the-loop approval, and LinkedIn posting — built around MCP-style tooling and real workflows.

ClaudeMCPGmail APIAutomation
003
Agentic AI
AutoResearch Agent

Autonomous research agent that searches the web and generates professional PDF reports in under a minute — powered by LLaMA 3.3 70B and Tavily Search.

LLMsGroqTavilyPDF
004
Agentic AIFeatured
CareerPilot Agent

Personal AI CTO: audits your code, suggests gap-filling projects, and tracks hirability scores through a modular agentic workflow — FastAPI, SQLite, and GitHub Actions.

SkillsFastAPIGitHub ActionMCPSQLite
005
Agentic AI
UrduPlanner Agent

Urdu lesson planner that generates weekly Word documents from textbook PDFs — OCR, LLM generation, and RTL handling via Groq.

OCRGroqpython-docxNLP
006
Computer Vision
Parking Detection System

Real-time parking detection using a YOLOv8-trained model to detect empty vs occupied slots. Includes a chatbot powered by the Hugging Face API.

YOLOOpenCVImage Processing
007
Machine Learning
Language Recognition

Logistic regression classifier built from scratch to identify languages from text — custom features, preprocessing, and an interactive front-end.

PythonScikit-learnJupyterNLP
008
Agentic AI
Solana Trading Agent

Modular skills-based trading agent for Solana — agentic decision-making with extensible skill modules and Web3 integration.

Claude CodeSolanaWeb3
009
Automation
Jira–Slack Integration

n8n workflows connecting Jira and Slack — automated notifications and tighter issue tracking for team communication.

n8nJiraSlackREST APIs

Toolkit

What I work with

user@agent:~

AI & ML

  • LLM Integration (Groq, LLaMA)
  • Agentic AI Architecture
  • Machine Learning
  • Computer Vision (OpenCV, YOLO)
  • NLP & Text Classification
  • Scikit-learn

Languages

  • Python (Advanced)
  • C++
  • SQL
  • HTML / CSS / JavaScript

Tools & Automation

  • n8n Workflow Automation
  • PyMuPDF / openpyxl
  • Python-docx
  • Git / GitHub
  • Microsoft Office
  • VS Code / Jupyter

In Progress

  • Multi-agent Systems
  • LangChain / LangGraph
  • FastAPI
  • LeetCode (Active)

Contact

Let's build
something great

Open to internships, freelance projects, and collaborations in AI, ML, and automation. Based in Lahore — happy to work remotely.

AutoGrader Agent

AI / Agentic Engineering / Python · 2026
AI Agents LLM Engineering Python Academic Tech Automation Data Analysis

Project Overview

Autonomous AI agent designed to revolutionize the academic grading workflow. AutoGrader Agent eliminates manual effort by processing bulk student submissions with high precision and speed.

It acts as a primary interface between raw assignment data and final reporting, ensuring consistency and fairness across all evaluations.

Detailed Features

  • Smart Submissions: Accepts a ZIP of student submissions alongside an assignment brief for context-aware grading.
  • Dynamic Rubrics: Generates structured grading rubrics via LLM (Groq / Gemini) — supports auto-detection from templates or instant AI-formatting of raw pasted text into JSON.
  • Solution Intelligence: Supports manual, uploaded, or AI-generated answer keys for pinpoint accurate evaluation.
  • Automated Evaluation: Grades each submission against the rubric while Python handles all math (totals, deductions, formatting).
  • Plagiarism Engine: Detects academic dishonesty using dual similarity analysis (TF-IDF + character n-gram) with a sidebar toggle.
  • Analytical Reports: Outputs styled Excel reports featuring per-criterion breakdowns and class-wide statistics.

Technology Stack

  • Groq / LLaMA 3.3: Powers high-speed reasoning and evaluation logic.
  • PyMuPDF: Advanced document parsing and text extraction.
  • openpyxl: Professional styled Excel report generation.
  • Python Core: Modular architecture for reliability and extensibility.