Integrating AI into Alternative Investments Workflows
I'm Suresh Nageswaran. After nearly three decades in New York finance, I build the frameworks, analytics and agentic workflows that private markets still lack, and I publish them here in the open.
Research
All research- When the Gates Came Down: Summary of Private Credit Research in Q1/Q2 2026 A reading of 25 recent working papers on Private Credit, that's facing its first real stress test.
- Machine Learning in Alternative Investments: From Due Diligence to Continuous Re-Underwriting Most allocator analytics stacks are optimized for point-in-time due diligence, not continuous conviction management. Mapping the production ML stack to allocator reality.
- Options Volatility and Why Your Daily Commute Explains the Concept Better Than Finance Textbooks Including homoscedasticity, realized volatility, and why 0DTE feels insane.
- Total Portfolio Approach (TPA) Isn't For Everyone & That's Ok: When Simpler is Better Seven organizational profiles that should wait, resist, or skip TPA — and the language to defend a focused strategy that works better.
Tools
All toolsSpeaking
About- 2026 Agentic AI in alternative investments AWS & Grid Dynamics Workshop
- 2026 Private credit covenant risk and LME structures NYU Stern Credit Opportunities Symposium
- 2025 AI in alternative investments Harvard Club Executive Event, co-hosted with AWS