Financial agent replay benchmark
Leakage-aware counterfactual replay research for testing how financial AI agents behave when future information is removed.
Research
Agentic AI, financial risk, and analytics research.
Published research and selected working projects across agentic AI evaluation, temporal leakage, financial replay, mortgage credit risk, and applied analytics.
The research portfolio connects data science with evaluation design: how to build benchmarks, avoid leakage, measure model behavior, and reason about AI systems in financial and organizational settings.
Mortgage credit-risk forecasting
Forecasting work focused on credit-risk signals, portfolio behavior, and reproducible modeling workflows for financial risk analysis.
Agent-Based Systemic-Risk Dissertation
Dissertation research plan connecting temporal leakage, counterfactual replay, herding, liquidity fragility, and systemic risk in AI-mediated financial markets.
Agentic Market-Risk Benchmark
Benchmark design work for AI-mediated financial markets, market-quality harm, manipulation-risk indicators, and systemic-risk signals.
Financial Agent Replay Benchmark
Research in progress on leakage-aware counterfactual replay for financial AI agents, decision reversal, and risk-evaluation validity.
Mortgage Credit-Risk Forecasting
Research in progress on temporal mortgage credit-risk prediction using loan-performance history, time-aware validation, and baseline forecasting models.
Time-Traveler Benchmark for Temporal Leakage
Point-in-time benchmark material for auditing whether AI agents use information unavailable at simulated decision time.
Purchase Intention in Emerging Markets
Research study on the drivers of purchase intention in Afghanistan, examining consumer attitudes, norms, demographics, and country-of-origin effects.
Business-IT Alignment and Organizational Agility
Published research examining how intellectual alignment, social alignment, inertia, and emergent coordination influence organizational agility.
Sustainable Supplier Evaluation in Developing Countries
Published research proposing an integrated fuzzy MCDA framework for evaluating and selecting sustainable suppliers in developing-country supply chains.
Social Effects of In-App Purchase Behavior
Published study on how social effects and perceived value influence in-app purchase intention and mobile-app usage duration.
Why Customers Follow Brand Pages
Conference research examining user gratification, social identity, and motivations behind following brand pages on social media.
Research portfolio Papers, frameworks, and analytical studies across multiple domains.