Muhammad Hashir Ali Bajwa

Aspiring AI innovator with a strong foundation in Computer Vision, Natural Language Processing, and Deep Learning. Passionate about advancing technology and creating meaningful impact through leadership and innovation.

ISCHECARE – Clinical Decision Support System for Ischemic Heart Disease
TensorFlow, PyTorch, Keras, Flask, React.js, Scikit-learn, Pandas, SQL, REST APIs

• Developed ISCHECARE, an AI-based clinical decision support system for ischemic heart disease detection.
• Integrated DNNs, LSTMs, and CNNs to process multimodal inputs including clinical records, ECG signals, and X-ray angiography images.
• Implemented bounding box detection for stenosis lesions to enhance imaging diagnostics.
• Built real-time risk scoring APIs and automated clinical report generation pipelines.
• Designed for practical hospital deployment through multimodal data handling and scalable Flask-React integration.

Emotion Detection through Turkish Music
Python, Scikit-learn, Pandas, NumPy

• Analyzed how Turkish music affects listeners’ emotions using various machine learning algorithms.
• Applied techniques such as Variance Thresholding, Logistic Regression, Recursive Feature Elimination (RFE), ROC Curve Analysis, PCA, and Genetic Algorithms.
• Achieved high classification accuracy in emotion prediction through feature optimization and model evaluation.

Classification of Real vs. Fake Facial Images
TensorFlow, Keras, OpenCV, Python

• Built a CNN-based model to classify real and synthetic (deepfake) facial images.
• Trained on publicly available datasets using extensive data augmentation for improved generalization.
• Addressed emerging deepfake detection challenges with convolutional feature extraction.

Other Projects

• Gold Price Prediction: Developed predictive models using machine learning and time-series forecasting techniques.
• Blockchain-based Electoral System: Built a prototype blockchain voting system ensuring transparency and immutability.
• Novelty Detection in Data Networks: Applied anomaly detection for cybersecurity and traffic analysis.
• Cloud Computing Security Research: Investigated SaaS, PaaS, and IaaS vulnerabilities, proposing improved access control measures.
• Academic Research: Co-authored papers across Artificial Intelligence and Computer Science domains, focusing on applied deep learning and security.

President – SOPHEP (Society for the Promotion of Higher Education in Pakistan)
Ghulam Ishaq Khan Institute (GIKI)

• Led one of GIKI’s largest student societies, promoting higher education and professional development initiatives.
• Organized national-level events including GIKI Model United Nations and GIKI Moot Cup, engaging participants from universities across Pakistan.
• Planned and executed Education Expos, Career Fairs, and Industrial Open Houses to showcase student projects and connect them with industry professionals.
• Served as the official announcer and host for multiple high-profile university events and conferences.
• Managed cross-functional teams, coordinated logistics, and ensured successful execution of large-scale academic and professional gatherings.