Research Interest

Formulating multi-stakeholder equilibrium models for precision capitation, digital triaging, and value-based healthcare pricing. 

Deploying deep learning architectures (Vision Transformers, CNNs) for diagnostic classification in medical imaging. 

Applying artificial intelligence and computer vision to clinical decision-support and medical diagnostic systems. 

Structural modeling of mortgage default risk, option exercise, and price transparency in housing credit markets. 

Utilizing digital rental market search activity as early-warning leading indicators for mortgage delinquency risk. 

Analyzing institutional capital flows, PropTech integration, and spatial dynamics across real estate markets. 

Intersecting high-frequency market microstructure signals with demographic "Experience Effect" biases to dynamically calibrate institutional hedge ratios. 

Modeling physiological stress indicators (Bio-Stress Index / Cortisol-Beta) to build automated "Biological Circuit Breakers" that modulate portfolio leverage. 

Utilizing GARCH/PACF modeling and time-series forecasting to analyze price volatility and correlation dynamics in global commodities. 

Developing TEE-isolated biometric salting mechanisms to enable deterministic, un-linkable key derivation across heterogeneous blockchains. 

Engineering live GNN-powered bytecode analysis engines on Solana to automate real-time smart contract risk auditing. 

Designing zero-knowledge (zk-SNARK) Decentralized Biometric Identity (DID) frameworks with threshold signature schemes to eliminate hardware single-points-of-failure. 

Engineering Behavioral Volatility Index (BVI) dynamic fee-adjustment smart contracts in Rust to preserve protocol solvency during extreme market crash events. 

Evaluating UPI payment penetration dynamics and digital asset adoption models in emerging market ecosystems. 

Analyzing decentralized protocol security architectures and synthetic asset liquidity dynamics in volatile markets.