Key Projects
SOV Chatbot for Underwriters
Built a RAG chatbot with tool-calling functionality to generate visualization for along with insights for SOV analysis Engineered an automated data pipeline to extract, clean, and standardize Statement-of-Value (SoV) Excels Fine-tuned BERT classifier (99.54% F1) on a custom dataset to filter non-insurance queries
- Python
- LangChain
- Pytorch
- SQL
- DistilBERT
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Semi-Supervised Random Forest
Reproduced semi-supervised Random Forest paper and imporved it by adding an inverse cooling function to adjust how pseudo-labels are used during training.
- Python
- Pandas
- scikit-learn
- Semi-Supervised Learning
Python
R
SQL
MLFlow
AWS
Pandas
Scikit-Learn
statsmodels
PyTorch