Causal Methods
Time-series causal inference and statistical validation methods.
- Applied Causal Inference in progress
- double_ml_time_series in progress
- TemporalValidation / temporalcv released
Work
Current work plus the infrastructure, research, and pricing systems behind it. Each links to a deeper page with per-project detail.
- released usable / published today
- in progress actively being built
Current work
AI Evaluation
Methodology-led AI safety evaluation: real evals, calibration, anti-overclaim discipline.
- prompt-injection detection: OOD generalization study released
- eval-toolkit in progress
Course Notes
Long-form study notes synthesized from technical courses. DLAI is the first; more course-derived notes lined up.
- DLAI Study Notes in progress
More work
Books & Guides
Interview-prep guides for data, ML, and AI engineering, plus a book on agentic coding — in active development.
- guides in progress
- guides-experimentation (pilot) in progress
- Agentic Coding: Principles and Practices in progress
Research Infrastructure
Search, memory, and agent tooling I built to accelerate my own research — it powers the citation-graph demo.
- research-kb in progress
- research-agent in progress
- research_toolkit in progress
Publishing Infrastructure
The reusable scaffold and deploy pipeline behind every book and guide here: npm-published, dogfooded across projects.
- book-scaffold-astro released
- deploy-workflows released
- runpod-deploy in progress
Pricing Decision Systems
Annuity pricing and insurance-risk valuation — earlier domain work, intentionally not the lead.
- annuity-pricing in progress
- insurance-ai-toolkit in progress
Where this is going
Sequence Models & RL
A live sequence-models foundations book and an authored RL + control-theory guide — the research direction.
- ssm-foundations in progress
- rl_and_control — RL + Control Theory guide in progress