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1. medical-rag-assistant medical-rag-assistant Public

   Medical RAG Assistant — A clinical question-answering system that combines FHIR R4 patient data with LLMs using Retrieval-Augmented Generation (RAG). Built with LlamaIndex, Groq (Llama 3.3), and Hu…

   Python

2. camus-segmentation camus-segmentation Public

   Multiclass cardiac structure segmentation on the CAMUS echocardiography dataset using UNet (ResNet34 encoder) — test Dice 0.948.

   Python

3. brain-tumor-classification brain-tumor-classification Public

   Comparative study of CNN, MLP, EfficientNet, ResNet18, and ResNet50 for brain tumor MRI classification — benchmarked on performance and inference efficiency · PyTorch

   Jupyter Notebook

4. sp500-etl-pipeline sp500-etl-pipeline Public

   Batch ETL pipeline: yfinance → Parquet → AWS S3 → DuckDB, orchestrated with Apache Airflow (dbt layer in progress).

   Python