Adaptive Graph-Enhanced Real-Time Fraud Detection Platform
A real-time fraud-detection pipeline combining Apache Kafka, Spark Structured Streaming, graph-based feature engineering, and machine learning. View project.
Selected Projects
Intelligent CI/CD Orchestrator for .NET Applications
A .NET-based DevOps platform that analyzes repository changes, selects the appropriate CI/CD workflow, and orchestrates GitHub Actions with real-time execution tracking. View project.
GAN-Augmented Low-Resource Speech Recognition
A GAN-based speech augmentation pipeline designed to improve Wav2Vec2 recognition performance for languages with limited labelled speech data. View project.
Real-Time Left Ventricular Surrogate
A deep-learning surrogate model designed to approximate computationally expensive left ventricular CFD outputs and enable rapid prediction of hemodynamic fields. View project.
Super Resolution of Images Using Residual Network
A Residual Network-based Single Image Super-Resolution system for reconstructing high-resolution images from low-resolution inputs, evaluated on the DIV2K dataset using PSNR and SSIM. View project.