Welcome to my world! I'm Sushila Sipai , a CS PhD student at University of Texas at Dallas. I thrive on Natural Language Processing and Information Retrieval. Let's connect and create something amazing!
PhD in Computer Science (Intelligent Systems | HLTRI | Supervisor: Dr. Sanda Harabagiu) (2023-Current)
Natural Language Processing, Machine Learning, Information Retrieval, Database Design
Bachelor in Computer Engineering
Ranked: 1/120
Developed a CNN based model for translation of Nepali Sign language to English to reduce communication gap with deaf and/or mute people along with the publication of the dataset for public use.
Implemented fraud detection and anomaly detection system using machine learning techniques on the IEEE-CIS Fraud Detection dataset from Kaggle, enhancing online transaction security.
Built a model using ensemble learning techniques like GBDT, random forest, voting classifier, and stacking classifier to detect Parkinson's disease.
Developed a string matching model using Fuzzy Logic in Python to generate compliance and audit reports to identify fraudulent transactions.