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xmarva/README.md

👋 Hi, I’m Eva

I'm an ML / MLOps Engineer with 6+ years of experience.
Currently working on AI systems for cybersecurity and quantitative trading.
More about my work on my cute little website.

✍️ Latest Blogposts

🛠️ Technologies I Work With

  • Python, C++, Wolfram, LaTex, Git

  • NumPy, Pandas, Matplotlib, Plotly

  • PyTorch, Lightning, Huggitng Face libs, OpenCV

  • MlFlow, DVC, Weights & Biases, Hydra, Optuna, Prometheus, Grafana

  • Flask, FastAPI, Docker, CI/CD, AWS SageMaker, Gradio, Streamlit, vLLM

Pinned Loading

  1. cognitive-science cognitive-science Public

    Selected works in Cognitive Science [ru]

    4

  2. protein-structure-transformer protein-structure-transformer Public

    Classifying CATH protein architectures with Protein Structure Transformer embeddings: 61% on unseen superfamilies, ten classes

    Python 4

  3. floorplan-detection floorplan-detection Public

    Forked from TrueBuiltSoftware/ml-eng-test

    Wall and room detection in floor plans: MMDetection models (Cascade R-CNN, Faster R-CNN, RetinaNet) fine-tuned on CubiCasa5k, with a FastAPI inference server

    Jupyter Notebook 50 11

  4. atlas_cv atlas_cv Public

    Just some solved Computer Vision tasks

    Jupyter Notebook 4

  5. gemma-red-russian gemma-red-russian Public

    Gemma Fine-Tuning with LoRA [HuggingFace]

    Jupyter Notebook 2

  6. pandemic-vision pandemic-vision Public

    Computer Vision for Covid-19 monitoring

    Python 2