Pinned Loading

1. machine-learning-midterm-project machine-learning-midterm-project Public

   Machine learning pipeline for heart disease probability estimation using Gradient Boosting, Random Forest, and Logistic Regression achieving AUC 0.954 across 13 clinical features.

   Python

2. sentiment-analysis-v3 sentiment-analysis-v3 Public

   Classifying Amazon product reviews by positive or negative sentiment for the SP26 INLS 642 Kaggle competition

   Python

3. biobeat-smoker-status-prediction biobeat-smoker-status-prediction Public

   Modular R pipeline for binary smoking status classification from clinical biomarkers, featuring XGBoost, stacked ensembles, and 10-fold CV tuning across 9 model families on 15,000 patient records.

   R

4. medical-transcription-specialty-classification medical-transcription-specialty-classification Public

   A containerized FastAPI backend that leverages language models to automatically classify medical specialties and extract clinical entities from unstructured transcription data.

   Python

5. CATEGORIES CATEGORIES Public template

   This project is a Python-powered puzzle engine that generates 4x4 word grids using a sophisticated "Chain of Interference" logic, where every word strategically overlaps with multiple categories to…

   Python 1

6. low-latency-nlp-engine low-latency-nlp-engine Public

   Hybrid Python/C++ sentiment classifier with a custom SGD training engine, automated model selection across 8 models, and sub-millisecond inference

   Python