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1. loss-reserve-ml loss-reserve-ml Public

   ML vs chain-ladder benchmarking for P&C loss reserving — XGBoost reduces RMSE 48.9% on CAS schedule P data across six lines of business.

   Jupyter Notebook

2. reserving reserving Public

   Open-source Python library for P&C loss reserve estimation — pip install actuarial-reserving

   Python

3. animal-shelter-cpp animal-shelter-cpp Public

   C++ animal shelter manager — CS XL 32 midterm project (UCLA Extension)

   C++

4. shelter-match shelter-match Public

   ML-powered animal shelter matching system extending a C++ midterm project

   Jupyter Notebook

5. ads-credibility ads-credibility Public

   Credibility-Weighted Pricing of Autonomous Vehicle Liability Under Operational Design Domain Shift

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6. av-crash-nlp av-crash-nlp Public

   LLM pipeline that extracts structured collision fields from AV crash narratives (NHTSA SGO, CA DMV OL 316) and tests whether narrative text improves injury-severity prediction beyond structured data.

   Python