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@lampriana15
lampriana15
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lampriana15 /README.md

Hi there! I'm Lamprini 👋

💻 AI Engineer & MSc Candidate | AI meets Biomedicine

Teaching machines to spot what the human eye misses, one Vision Transformer at a time.


🛠️ My AI Toolbox

  • Vision Specialist: Crafting Vision Transformers (ViT), CNNs, and robust Object Detection models.
  • GenAI Explorer: Generating synthetic worlds with Latent Diffusion Models and GANs.
  • Framework Addict: Building with PyTorch, Hugging Face, TensorFlow, and Keras.
  • Data Architect: Designing end-to-end ML Pipelines and mastering Statistical Analysis.


Current Mission: Research Mode

  • Master’s Thesis: Synthesizing high-fidelity medical data using Diffusion Models to level up Clinical Decision Support.
  • Medical-ViT-Benchmark: Pitting Transformers against CNNs in the medical arena.
  • Cancer-Analytics: Predicting the future of oncology data with statistical precision.

🧬 My Coding DNA

Top Langs


Let's build something smart!

Quote

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  1. Cancer-Recurrence-ML-Statistical-Analysis Cancer-Recurrence-ML-Statistical-Analysis Public

    An end-to-end data science project analyzing thyroid cancer recurrence using Python. Features rigorous statistical testing (Chi-square, Kruskal-Wallis) and predictive modeling with XGBoost and Rand...

    Jupyter Notebook

  2. Medical-Vision-Transformer-Benchmark Medical-Vision-Transformer-Benchmark Public

    Comparative benchmark of Swin Transformer, ViT, and Inception-V3 on medical images, evaluating the impact of synthetic data on model robustness.

    Python

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