Current focus includes:

• Designing AI-driven causal reasoning systems that translate natural-language business questions into credible causal workflows
• Building long-term experiment impact prediction with surrogate-index methods, Double Machine Learning, and backtesting against matured experiments
• Combining experimental, observational, and product-behavior data to improve launch decisions under delayed feedback

Selected work included:

• Leading forecasting and causal inference systems for seller growth, shipping, and logistics decisions
• Designing modular forecasting architecture, reactive nowcasting, and LLM-assisted forecasting pipeline orchestration
• Building decision systems for forecast-to-cost trade-offs, market-signal analysis, and operational planning

Responsibilities include:

• Causal inference and quasi-experimental analysis
• Time series forecasting and risk decomposition
• Business insight generation for planning and decision support

Selected work included:

• Researching equity alpha signals tied to ESG and sustainability factors in a quantitative investing setting
• Constructing and backtesting proprietary ESG signal variants from granular vendor and alternative data sources
• Evaluating signal behavior through portfolio-style tests, robustness checks, and factor interpretation

Selected work included:

• Supporting Boston University research connected to NBER-affiliated joint work on political risk, country risk, capital flows, automation, and market power
• Processing large-scale financial text corpora, including earnings call transcripts and SEC 10-K filings
• Constructing text-based risk measures, research features, validation datasets, and automated empirical outputs

Selected work included:

• Applying computational linguistics to firm disclosures and management-analyst conversations
• Linking text-derived measures to financial fundamentals, market outcomes, lobbying, and firm actions
• Building reproducible Python, R, and Stata analyses for collaborative empirical research

Responsibilities include:

• Teaching graduate and undergraduate economics courses
• Holding consultation hours and supporting student learning
• Designing and evaluating assignments and exams