Jake Spoto
Research, analytics, and applied AI
Clean models, clear thinking, repeatable decisions.
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About
Thanks for stopping by. I'm a finance-focused builder combining analysis, research, and practical AI workflows to produce clear, decision-ready outputs. I focus on doing the work and sharing the results.
Finance & Investing
Portfolio construction, valuation and modeling, and clear analysis that supports better decisions
Applied AI & Automation
Practical AI workflows and lightweight tooling that improve speed, consistency, and auditability across research and modeling
Research
Structured investment research systems, signal organization, and market frameworks that turn information into decision-ready outputs
Projects
Shipping The Great Rotation of 2026
Sector and market analysis documenting the most significant style rotation in two decades — with rules-based framework, precise thresholds, and sell triggers.
Shipping Moody's (MCO) DCF Valuation
Institutional-grade DCF model for Moody's Corp — $366 base case across 15 tabs with 1,465 formulas and 3 validated scenarios.
Shipping ReneWind Predictive Maintenance
Neural network classifier predicting wind turbine generator failures with ~97% accuracy and ~95% recall.
Skills
Valuation & Modeling
Investing
Applied AI
Tools