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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 / 4.0 70% Scholarship Panaversity AI Dean's Award Rector'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 / 4.0 CGPA on a 70% merit scholarship, recognized with the Dean's Award (top 10% SGPA in the department) and a Rector's Award (4.0 SPGA in a semester).

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
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.
  • View Certificate
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 and 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

UrduPlanner Agent preview 006
NLP Engineering
2026

UrduPlanner Agent

Specialized NLP pipeline performing intelligent OCR reconstruction for mangled text and RTL alignment.

OCRGroqNLPPython
Personal AI Employee dashboard preview 002
Agentic AI
2026

Personal AI Employee

Autonomous human-in-the-loop agent for Gmail monitoring and LinkedIn automation, featuring a continuous reasoning loop and MCP-style tool integration.

Claude CodeFlaskGmail APIPlaywright
CareerPilot Agent preview 003
Agentic AI
2026

CareerPilot: AI CTO

Autonomous Observe-Analyze-Plan agent that audits repositories, tracks hirability scores, and delivers continuous weekly coaching through an interactive chat interface.

FastAPISQLiteGitHub ActionsMCP
SHAP-Explained Agentic IDS preview 012
Explainable Security
2026

SHAP-Explained Agentic IDS

Hybrid intrusion detection system combining Random Forest classification, SHAP feature explanations, and LangGraph-based verification with autonomous red teaming.

SHAPLangGraphFlaskReact
FireWatch AI preview 011
Computer Vision
2026

FireWatch AI

Autonomous YOLOv8-powered safety system that detects and segments fire/smoke in real-time and triggers agentic incident response protocols along with RAG implemented chatbot.

FastAPIYOLOv8lReactRAGGmailAPI
AutoResearch Agent preview 005
Agentic AI
2026

AutoResearch Agent

Autonomous research engine that performs multi-source web synthesis and generates professional PDF reports.

LLMsGroqTavilyPDF
Parking Detection System preview 004
Machine Learning
2026

Parking Detection System

Real-time vision system using YOLOv8m and DBSCAN spatial clustering to rank available parking spots based on proximity, density, and accessibility. Includes a HuggingFace API Chatbot.

YOLOv8mGradioOpenCVImage Processing
008
MLOps Systems
NexusML: MLOps

Production-ready inference pipeline featuring DistilBERT benchmarks and a 1TB scaling strategy.

DistilBERTFastAPIDockerSpark
009
Machine Learning
Language Recognition

Logistic regression classifier built from scratch with custom feature engineering and preprocessing to identify languages from text, featuring an interactive inference UI.

PythonScikit-learnJupyterNLP
010
Web3 Intelligence
Solana Trading Agent

Modular skills-based trading agent for the Solana ecosystem, featuring automated risk management math, price sentinel monitoring, and secure trade logging.

Claude CodeSolanaWeb3
011
Workflow Automation
Jira–Slack Integration

Advanced n8n workflows for cross-platform issue tracking and automated notifications, optimizing team communication through REST API orchestration.

n8nJiraSlackREST APIs

Toolkit

What I work with

user@agent:~

AI & ML

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

Languages & Frameworks

  • Python (Advanced)
  • React / Vite
  • C++ / C
  • SQL (SQLite, PostgreSQL)
  • HTML5 / CSS3 / JavaScript

Tools & Automation

  • Cursor / VS Code
  • Google Antigravity
  • n8n Workflow Automation
  • Git / GitHub
  • PyMuPDF / Openpyxl
  • Docker / Postman

In Progress

  • Multi-agent Systems
  • LangChain / LangGraph
  • FastAPI
  • LeetCode
  • Docker
Available for opportunities
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
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AI Agents LLM Engineering Python Academic Tech Automation Data Analysis

Project Overview

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