Muhammad Humayun

Building
Intelligent
Systems.

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Computer Science graduate from University of Central Punjab, Lahore. Focused on machine learning, AI integration, and building data-driven systems. I turn models and pipelines into real, working products.

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01 Experience

Where I've Worked

Jul 2025 – Aug 2025 · Lahore, PK

Software Engineering Intern — AI Integration

Nexium

  • Integrated pre-trained ML models (Hugging Face, Python) to personalize UX, resulting in a +30% increase in user engagement.
  • Automated workflows with n8n, achieving a 40% reduction in manual operational tasks.
  • Built backend APIs for ML model integration, cutting response latency by 25%.
  • Developed dashboards and visualizations for real-time AI model performance monitoring.
Python Hugging Face n8n REST APIs ML Integration Data Visualization
Jun 2024 – Sep 2024 · Islamabad (Remote)

Full Stack Developer Intern — MERN Stack

EZ Technologies

  • Applied ML to user behavior data for predictive analytics, improving decision accuracy by +20%.
  • Optimized database queries and data pipelines for ML workflows, achieving 40% faster data retrieval.
MongoDB Express.js React Node.js ML SQL
02 Projects

What I've Built

Jan 2026

Handwritten Digit Recognition

96% Test Accuracy

Trained logistic regression and neural network models on the MNIST dataset. Applied regularization techniques, built confusion matrix visualizations, and documented with clean code practices and full Git history.

Python NumPy scikit-learn TensorFlow
GitHub
Dec 2025

Predictive Housing Price Model

92% Model Accuracy

Regression model predicting housing prices on a real-world dataset. Engineered feature pipelines with normalization and scaling. Rigorously evaluated using RMSE and MAE metrics for production reliability.

Python scikit-learn Pandas Matplotlib
GitHub
03 Skills

What I Work With

Languages
Python C++ JavaScript
Backend & Databases
REST APIs SQL MongoDB Backend Development
ML / AI
TensorFlow scikit-learn NumPy Pandas Matplotlib Neural Networks Logistic Regression Decision Trees Feature Engineering Gradient Descent Regularization Model Evaluation
Tools & Concepts
Git GitHub n8n OOP Data Structures Algorithms
Certifications
Machine Learning Specialization
Coursera — Andrew Ng In Progress
Python for Data Science and Machine Learning
Coursera
04 Education

Academic Background

University of Central Punjab
B.Sc. Computer Science
Lahore, PK · Oct 2021 – Feb 2026
05 Contact

Let's work together.

Open to ML engineering roles, freelance AI projects, and collaborations.