Publications
Research papers and publications on AI/ML, Generative AI, and Agentic RAG systems
Reasoning-Enhanced Healthcare Predictions with Reinforcement Learning Search Agent with RAG Systems (Coming Soon)
A novel hybrid framework that integrates reinforcement learning-trained search agents with reasoning-enhanced clinical prediction models. The system replaces static knowledge graphs with dynamic RL agents that learn optimal retrieval policies for medical RAG applications, demonstrating superior performance on mortality and readmission prediction tasks using MIMIC-III/IV datasets.
Telephone Operators Ousted by Interactive Voice Response (IVR) Systems: An Analysis of Technological Displacement and Labor Market Adaptation
An empirical analysis examining the 85% decline in telephone operator employment from 2002-2021, applying skill-biased technological change theory to understand how automation affects specific demographic groups and creates new opportunities in complementary sectors.
Analyzing the Nanoscale Properties of Gold Nanoparticles Using UV-Vis Spectroscopy and Transmission Electron Microscopy
An experimental study investigating the relationship between gold nanoparticle size and optical properties using UV-Vis spectroscopy and TEM imaging. Research demonstrates how varying HAuCl4 concentrations affects particle diameter and wavelength characteristics for potential biomedical applications.