Items where Division is "Master of Science in FinTech" and Year is 2025

Thesis

-, Chaolu (2025) A Hybrid Active Learning GraphBoost Approach for Anti-Money Laundering in Cryptocurrency Transactions. Masters thesis, Dublin, National College of Ireland.

Adongo, Dominic (2025) An Analysis of User-Level Barriers to Mobile Wallet Adoption for Financial Inclusion. Masters thesis, Dublin, National College of Ireland.

Alakkassery Prabakaran, Rashmi (2025) Securing P2P Payments for the Vulnerable: Protecting Elderly Consumers in India. Masters thesis, Dublin, National College of Ireland.

Blanco Araujo, Martha Abril (2025) A Comparative Analysis of Portfolio Construction Using LLM-Based Investment Models and Modern Portfolio Theory for Financially Inexperienced Users. Masters thesis, Dublin, National College of Ireland.

Cai, Qingyun (2025) The Role of AI Chatbots in Enhancing Efficiency and Customer Experience in Banking Call Centers. Masters thesis, Dublin, National College of Ireland.

Cheah Wei Lun, Eric (2025) EU AI Act Compliance Framework for Financial Institutions: A Knowledge-Driven Approach. Masters thesis, Dublin, National College of Ireland.

Chhabra, Keshav (2025) Savemore: An AI-Based Artefact to Improve Financial Literacy and Savings in Ireland. Masters thesis, Dublin, National College of Ireland.

Elias, Anjaly (2025) Enhancing Risk Management in Financial Institutions through Machine Learning and Natural Language Processing: A Critical Evaluation of AI Techniques. Masters thesis, Dublin, National College of Ireland.

Gandrathi, Sanjana (2025) Multi-Timeframe Transformer Architecture for Bitcoin Price Prediction: Deep Dive into the Research Project. Masters thesis, Dublin, National College of Ireland.

George, Jisno (2025) Predicting Structured and Volatile Time Series: A Machine Learning Approach to Electrical Power Consumption and Bitcoin Prices. Masters thesis, Dublin, National College of Ireland.

Gomez Garzon, Laura Natalia (2025) Modeling Implied Volatility Using Out-of-The-Money Options: A Machine Learning Approach for AAPL. Masters thesis, Dublin, National College of Ireland.

González Pardo, Pablo (2025) Predicting the Bid-Ask Spread of Equity Options: A Machine Learning Approach Applied to Amazon and AMD. Masters thesis, Dublin, National College of Ireland.

Guduguntla, Pallavi (2025) Temporal Sentiment Shift Detection in Financial Markets: Domain Expertise vs Architectural Innovation. Masters thesis, Dublin, National College of Ireland.

Guevara Rincon, John Fredy (2025) Integrating Deep Learning and Statistical Methods for Cryptocurrency Price Forecasting: The case of Ripple. Masters thesis, Dublin, National College of Ireland.

Kalarickal Saji, Amala (2025) The Role of the Central Bank of Ireland in Regulating Fair Practices in Digital Lending. Masters thesis, Dublin, National College of Ireland.

Lezama Lezama, Jose Alfredo (2025) Financial literacy Gamification with voice assistant. Masters thesis, Dublin, National College of Ireland.

Mazat Ixcol, Jenyffer Noelia (2025) Design of an XAI-Enhanced Machine Learning Audit Model for Ethical, Technical, and Regulatory Compliance in the European Financial Sector. Masters thesis, Dublin, National College of Ireland.

Mureithi, Rose Edith Wairimu (2025) Leveraging Alternative Data and Machine Learning for Inclusive Credit Scoring. Masters thesis, Dublin, National College of Ireland.

Nalakath Assi, Mohammed Aslam (2025) Improving Residential Energy Efficiency using Machine Learning: A Predictive Approach to Smart Home Energy Optimization. Masters thesis, Dublin, National College of Ireland.

Natarajan, Sreeram (2025) Machine Learning Driven Recovery Recommendations for Defaulted Loans: A SHAP-Based Decision Support Framework. Masters thesis, Dublin, National College of Ireland.

Ng'Ang'A, Allan Arthur (2025) AI-Driven Credit Scoring Using Alternative Data: Unlocking Financial Access In Emerging Markets. Masters thesis, Dublin, National College of Ireland.

Nguyen, Huy Hoang (2025) AI in Loan Prediction. Masters thesis, Dublin, National College of Ireland.

Opayemi, Olasubomi Olatayo (2025) Credit Risk Default Prediction: A comparative analysis of Machine Learning Techniques. Masters thesis, Dublin, National College of Ireland.

Patel, Rishabh Sanjaybhai (2025) Bitcoin as a Global Reserve Currency: Evaluating Challenges, Technological Approaches, and Future Viability. Masters thesis, Dublin, National College of Ireland.

Raja Reddy, Achakkagari (2025) Assessing Sustainable Finance Technologies Driving ESG Compliance: Rise of Green Fintech in Ireland. Masters thesis, Dublin, National College of Ireland.

Reyes Rodriguez, Maritza (2025) Perception of Fraud Risk and Trust in Digital Banking: A Comparative Analysis Among BBVA Bancomer Mexico and Revolut Ireland from Cultural Perspective. Masters thesis, Dublin, National College of Ireland.

Romala, Naga Lakshmi Divya (2025) Multi-Horizon stock Price Volatility Forecasting using attention-Based Transformers. Masters thesis, Dublin, National College of Ireland.

Sarkar, Biswadeep (2025) Context Aware Token Optimization for Personalized Financial Advisory with LLMs. Masters thesis, Dublin, National College of Ireland.

Uchil, Lohit Dinesh (2025) Balancing Privacy and Compliance in Financial Transactions Using Zero-Knowledge Proofs. Masters thesis, Dublin, National College of Ireland.