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y-ksenia/README.md

Hi! 👋

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I'm Kseniia 👩‍💻

  • 🔭 MSc in Information Science and Technology and Applied Mathematics and Physics
  • 💼 I'm currently working on Computer Vision for Autonomous Driving application
  • 🤔 I'm looking for new projects on Machine Learning and Deep Learning (especially deployment to production)
  • 📝 For more info see my CV

Languages and tools

Some of my projects

M.S. thesis projects

SkolTech course projects

Project Contribution
Open domain question answering with BERT and GPT-2 Implementation beam search for token generation and post-processing.
Cascade neural network algorithms for segmentation in medical imaging Implementation of FPN on the data from medical segmentation decathlon.
PetFinder adoption prediction on Kaggle Data preprocessing and text features extraction.
Fast image recovery Implementation of SALSA algorithm in Python.

Extra

My modest stats (in progress...)

Github stats

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  1. catalyst-team/catalyst catalyst-team/catalyst Public

    Accelerated deep learning R&D

    Python 3.3k 389

  2. user_intent_prediction user_intent_prediction Public

    Predicting the user's routines based on the history of their actions, as well as using context on mobile devices.

    Jupyter Notebook

  3. 1qgt_modeling 1qgt_modeling Public

    All necessart scripts and filesI use in lab/

    C++

  4. YaroslavBespalov/DL_project_nnUnet YaroslavBespalov/DL_project_nnUnet Public

    Jupyter Notebook 7 2

  5. pet_finder pet_finder Public

    Jupyter Notebook

  6. Coursera Coursera Public

    My submissions in Coursera courses

    Jupyter Notebook