Syed Najum Ul Hassan

Aspiring AI/ML Researcher
Islamabad, PK.

About

Aspiring AI/ML researcher passionate about developing secure, ethical, and human-centered solutions through explainable and trustworthy machine learning. Seeking to advance research in AI security, privacy-preserving methods, and generative AI, while emphasizing real-world impact and interdisciplinary collaboration.

Research Interests

Computer Vision
Generative AI
Privacy-Preserving AI
Machine Learning
Explainable AI (XAI)
Healthcare Informatics

Education

University of Agriculture Peshawar
Peshawar, Khyber Pakhtunkhwa, Pakistan

→

BS

Computer Science

Courses

Artificial Intelligence

Digital Logic Design

Data Structures & Algorithms

Digital Image Processing

Projects

Customer Churn Prediction

Summary

Designed and evaluated a machine learning model to accurately predict customer churn within the telecom industry using comprehensive telecom data.

Cardiovascular Disease Prediction Using TabNet Transformer

Summary

Developed an advanced machine learning model for the early prediction of Cardiovascular Disease (CVD) by leveraging Electronic Medical Records.

Skills

Programming Languages

Python, SQL, C++.

Machine Learning & Data Science Tools

Pandas, NumPy, Matplotlib, Scikit-learn, TabNet, SHAP.

Software & Platforms

Azure, Google Colab, Jupyter Notebook, VS Code, Microsoft Office, Teams, Google Workspace, Slack.

Research Interests

Computer Vision, AI Security, Privacy-Preserving AI, Machine Learning, Generative AI, Transformers, Explainable AI (XAI), Healthcare Informatics.

Publications

Leveraging Hypertuned Hybrid TabNet Transformer for Enhanced Heart Disease Prediction with Improved SHAP Explanations

Published by

Scientific Reports (Nature Portfolio, Q1 Journal)

Summary

Authored a research paper detailing the development and application of a hypertuned hybrid TabNet Transformer model for advanced heart disease prediction, incorporating SHAP explanations for enhanced interpretability. Currently under revision after peer review.

Certificates

Foundation of Data Science

Issued By

Google

Python for Data Science and AI

Issued By

IBM

Applied Data Science with Python

Issued By

UET

Introduction to Machine Learning with Python

Issued By

UET

Languages

Shina

Native

Urdu

Native

English

Fluent