Muhammad Hassan

About Me

Building AI That Ships

⚡ Work Experience 🎓 Education 🚀 Projects 🧠 Skills 📜 Certifications

Muhammad Hassan is an AI Engineer and LLM Builder based in Pakistan, focused on building production-grade AI systems that solve real problems. He specializes in Large Language Models, RAG architectures, ML pipelines, and AI automation using tools like Python, LangChain, ChromaDB, FastAPI, Streamlit, and Scikit-learn.

Currently in his first year of a Computer Science degree at the University of Layyah (GPA: 3.9/4.0), Hassan combines strong academic foundations with practical engineering skills built through 1+ years of self-driven project work. He has delivered live AI applications including a University AI Assistant and a RAG PDF ChatBot, both deployed and accessible online.

Recognized for exceptional academic performance with a Honehaar Scholarship (4-year full fee waiver) and awarded the Chief Minister Laptop, he brings both merit and momentum to every project. Hassan is actively seeking remote freelance opportunities and full-time AI engineering roles where he can drive impact at scale.

🎯

Mission

To build AI systems that are not just functional, but impactful delivering intelligent automation and LLM-powered tools that create measurable value for real users and businesses.

🌍

Vision

To become a globally recognized AI Engineer and LLM specialist, contributing to the frontier of intelligent systems while empowering others in Pakistan's growing tech ecosystem.

Work Experience

Professional Journey

AI Engineer — Independent Projects

Self-Directed · Remote · Pakistan

Jun 2025 – Present · 1+ Years

🟢 Active

Key Responsibilities

Built and deployed end-to-end AI applications including RAG chatbots, ML dashboards, and automation pipelines for real-world use cases
Designed and fine-tuned machine learning models (classification, regression) using Scikit-learn, XGBoost, and Random Forest
Developed AI automation tools including file organizers, GitHub analyzers, web scrapers, and API-integrated weather/news systems
Integrated Large Language Models via LangChain and ChromaDB for production-grade RAG pipelines

Key Achievements

Shipped 2 live AI web applications (UL AI Assistant + RAG PDF ChatBot) deployed on Vercel, actively used by real users
Delivered an ML Analytics Dashboard on Streamlit covering 3 end-to-end ML projects with interactive data visualizations
Won 2nd Position in IEE South Punjab Hackathon 2026 Generative AI Coding Challenge

Education

Academic Background

2028

Bachelor of Science — Computer Science

University of Layyah

GPA: 3.9 / 4.0

Oct 2024 – Jun 2028 · Full-time · Pakistan

Maintaining near-perfect 3.9/4.0 GPA in a rigorous CS curriculum covering OOP, Data Structures, Linear Algebra, Digital Logic Design, and Algorithms
Actively building AI/ML projects alongside coursework, bridging academic theory with production engineering
Awarded prestigious Honourable Scholarship 4-year full fee waiver for exceptional academic merit

2024

Intermediate — Pre-Medical (FSc)

Govt. Degree College Fateh Pur

Grade: 82.8%

Sep 2022 – Jun 2024 · Pakistan

Achieved 82.8% in a demanding science curriculum (Physics, Chemistry, Biology, Mathematics)
Developed exceptional time management skills managing multiple heavy-content subjects simultaneously
Built academic discipline now applied to self-directed AI learning and project execution

2022

Matric — Science (Biology, Physics, Chemistry, Math)

Govt. High School Fateh Pur

Grade: 97%

Sep 2020 – May 2022 · Pakistan

Graduated with outstanding 97% — top academic performer in school
Built a strong analytical and scientific foundation that underpins current AI/ML expertise
Represented school in cricket, demonstrating leadership and team spirit

Projects

Things I've Built & Shipped

01AI · RAG · Live

University of Layyah AI Assistant

Production-deployed RAG chatbot for University of Layyah. Students and staff get instant, conversational access to university information via an LLM-powered interface.

Live app serving real university users
RAG pipeline with vector embedding & semantic search
End-to-end LLM application from data to deployment

LangChainChromaDBRAGPythonVercel

🔗 Live App

02AI · LLM · Live

RAG PDF ChatBot

Intelligent document Q&A tool upload any PDF and ask questions in natural language. Context-aware answers powered by vector retrieval and LLM generation.

Fully functional RAG pipeline for any PDF document
Live deployment accessible to users worldwide
Non-technical users interact with complex docs conversationally

LangChainChromaDBEmbeddingsVercel

🔗 Live App

03ML · Dashboard · Live

ML Analytics Dashboard

Comprehensive Streamlit dashboard housing 3 complete ML projects Student Performance Predictor, House Price Estimator, and Customer Churn Analytics with real-time predictions.

Three production ML models in one unified dashboard
Classification, Regression & XGBoost all covered
Interactive feature inputs with live predictions

Scikit-learnXGBoostStreamlitPandas

🔗 Live Dashboard

04ML · Classification

Student Performance Predictor

ML classification model predicting student academic outcomes based on study habits, attendance patterns, and behavioral factors. Helps educators identify at-risk students early.

Classification pipeline with feature engineering & evaluation
Feature importance visualization for actionable insights

Scikit-learnClassificationPandasPython

⌥ GitHub

05ML · Regression

House Price Estimator

Regression-based real estate valuation tool using Random Forest to estimate property prices based on location, size, and structural features.

Random Forest Regressor with EDA & feature selection
End-to-end pipeline from data cleaning to Streamlit deployment

Random ForestRegressionScikit-learnStreamlit

⌥ GitHub

06ML · Business AI

Customer Churn Analytics

XGBoost-powered churn prediction system identifying at-risk customers for businesses, enabling proactive retention strategies and reducing revenue loss.

XGBoost model with probability scores per customer
Feature importance for top churn drivers analysis

XGBoostBusiness AIPandasStreamlit

⌥ GitHub

07API · Analytics

GitHub Analyzer

Developer analytics tool connecting to GitHub API for deep profile insights repository statistics, language breakdowns, activity heatmaps, and contribution metrics.

Full GitHub API integration with auth & rate-limit handling
Visualizes repo stats, stars, forks & language distribution

GitHub APIREST APIsPythonAnalytics

⌥ GitHub

08Automation · Live

AI Automation Dashboard

Centralized Streamlit dashboard for a suite of AI automation tools file organizer, web scrapers, weather app, and news aggregator all live and deployed.

Unified dashboard for multiple automation tools
Covers file systems, web scraping, APIs & data aggregation

StreamlitBeautifulSoupREST APIsPython

🔗 Live Dashboard

Skills

Technical Stack

🤖AI & LLM Engineering

Large Language Models (LLMs)85%

LangChain & RAG Pipelines85%

ChromaDB / Vector Databases80%

Prompt Engineering88%

Ollama (Local LLMs)82%

🧠Machine Learning

Scikit-learn85%

XGBoost & Ensemble Methods80%

Feature Engineering82%

Pandas & NumPy88%

Data Visualization82%

💻Programming & Dev

Python90%

OOP & Software Design85%

Streamlit88%

FastAPI75%

Git & GitHub85%

🔧Automation & Scraping

REST API Integration85%

Web Scraping (BeautifulSoup)83%

File Automation & Scripting85%

n8n / Workflow Automation72%

☁️Deployment & Tools

Vercel (Deployment)80%

VS Code92%

Linux / Bash75%

GitHub Actions72%

Achievements

Achievements & Recognition

Recognized for academic excellence, technical innovation, and competitive achievement building a track record of impact from day one.

Years Experience

Certifications

15+

Projects Built

Awards Won

Academic2024

Honehaar Scholarship 4-Year Full Fee Waiver

University of Layyah

Awarded a prestigious 4-year full scholarship (BSCS) for exceptional academic merit, covering complete tuition fees across the entire degree program. Competitive award granted to top-performing students at the university level.

Government2024

Chief Minister Laptop Award

Government of Punjab, Pakistan

Recipient of the Chief Minister Punjab Laptop Scheme a merit-based government initiative awarding high-performing students with laptops to accelerate digital education and skill development across Punjab.

Professional2026

2nd Position IEE South Punjab Hackathon 2026

Institute of Electrical Engineers (IEE), South Punjab Chapter

Secured 2nd place in the IEE South Punjab Hackathon 2026 Generative AI Coding Challenge competing against 33 teams across South Punjab in a high-pressure AI coding competition focused on Generative AI solutions.

Building AI That Ships

Professional Journey

Academic Background

Things I've Built & Shipped

Technical Stack

Verified Learning

Achievements & Recognition

Let's Build Something Intelligent Together