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1. NeuralSeg NeuralSeg Public

   3D brain tumor segmentation on BraTS 2023 MRI data using MONAI and PyTorch, with full MLOps pipeline — experiment tracking, CI/CD, containerized inference, and an interactive demo.

   Jupyter Notebook

2. clinical-llm-hallucination-detector clinical-llm-hallucination-detector Public

   Production safety system for detecting hallucinations in LLM-generated clinical responses using RAG retrieval, NLI claim scoring, and FHIR integration.

   Python

3. stm32-heart-monitor stm32-heart-monitor Public

   Hard real-time ECG monitor on STM32F446RE (Cortex-M4). Features deterministic 1kHz hardware-triggered sampling (<0.1µs jitter), custom bare-metal DMA graphics driver (400% speedup vs HAL), Pan-Tomp…

   C 1 1

4. ecg-rhythm-classifier ecg-rhythm-classifier Public

   1D-CNN for on-device ECG arrhythmia classification. Classifies Normal Sinus Rhythm, A-Fib, and 1st Degree AV Block with 93% accuracy. Quantized to <100KB .tflite for Cortex-M4 edge deployment. Buil…

   Jupyter Notebook