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urmeo/README.md

Hi, I'm Urme

Machine Learning Engineer · Trustworthy ML for Human-Centered AI


Python, PyTorch, scikit-learn, TypeScript, React, JavaScript, FastAPI, Docker


GitHub stats Top languages


Projects

ProjectTech stack
CalmSensescikit-learn  ·  XGBoost  ·  PyTorch  ·  SHAP  ·  ONNX Runtime
NexusRAGSentence-Transformers  ·  DeBERTa-NLI  ·  LanceDB  ·  Ollama
NovaVisionPyTorch  ·  Diffusers  ·  Stable Diffusion  ·  CLIP
Multimodal-Multisensorscikit-learn  ·  PCA / K-Means  ·  pandas  ·  SciPy
SensorPython  ·  pandas  ·  HRV / eye-tracking / GSR
PsychometricJavaScript  ·  Bootstrap  ·  jsPDF
PulseShiftPython  ·  scikit-learn  ·  pandas  ·  JavaScript
AntennaCST Studio Suite  ·  VBA  ·  RF / VNA

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  1. CalmSense CalmSense Public

    ML: Logistic Regression, Random Forest, XGBoost, LightGBM DL: 1D-CNN, SHAP

    Python 5 1

  2. NexusRAG NexusRAG Public

    Local, self-correcting RAG for scientific papers: hybrid retrieval, sentence-level faithfulness checks, and a reproducible benchmark.

    Python 4 2

  3. NovaVision NovaVision Public

    Emotion-conditioned text-to-image generation, with an automatic benchmark for emotional controllability.

    Python 4 1

  4. Multimodal-Multisensor Multimodal-Multisensor Public

    Longitudinal neurophysiological study of adult psychometric testing.

    Jupyter Notebook 2 1