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Kirili4ik/README.md

Hello there! I'm Kirill 👋🏻

Currently I am a TUM Student 👨‍🎓 at Mathematics in Data Science program.

Last year I was an NLP engineer at Eva AI. Our team is creating a virtual friend for all kind of purposes. Most of the time here I am working on creating long-term memory for our chat bot:

  • Creating a model for generating questions on previous day dialog 🐱
  • Replacing rule-based classification with a distilled and quantized BERT-like models 🪄
  • Using T5 for summarization and conditional question generation 👀

Previously I was creating👨‍💼 a Pytorch-based DL framework AutoNER. Alongside was the research👨‍🔬 of Active and Meta Learning (my blogpost📜 on habr).

In 2021 I graduated👨‍🎓 from BCs Applied Mathematics and Informatics and now I'm happy to share my experience leading practical lessons at DL course at the faculty of CS.

In my spare time, I like learning something new about DL and spreading the knowledge to others. For more information, please check my pinned projects, presentations or CV 🤗

Field of interests: NLP, DL for Audio, Generative Models

🛠️ Skills

  • Programming:  Python, C++, SQL
  • ML/DL:      PyTorch, NumPy, SciPy, pandas, scikit-learn
  • Applications:   git, bash, Docker

📊 General GitHub stats:                                         ℹ️ More info about me: 

👨‍🏫 Projects:

Pinned Loading

  1. Deep-Generative-Models Deep-Generative-Models Public

    Deep Generative Models that I have implemented, trained and experimented with.

  2. ruDialoGpt3-finetune-colab ruDialoGpt3-finetune-colab Public

    Ready-for-use-colab tutorial for finetuning ruDialoGpt3 model on а telegram chat using HuggingFace and PyTorch

    Jupyter Notebook 30 6

  3. kws-attention-pytorch kws-attention-pytorch Public

    Keyword spotting for audio with attention (KWS model for audio)

    Jupyter Notebook 18 3

  4. QuartzNet-ASR-pytorch QuartzNet-ASR-pytorch Public

    Automatic Speech Recognition (ASR) model QuartzNet trained on English CommonVoice. In PyTroch with CTC loss and beam search.

    Jupyter Notebook 16 3

  5. iad-deep-learning iad-deep-learning Public

    Forked from hse-ds/iad-deep-learning

    Курс "Современные методы машинного обучения" на майноре ИАД

    Jupyter Notebook 4

  6. pres-n-articles pres-n-articles Public

    Some of the presentations, articles, reports I've written.