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
- Programming: Python, C++, SQL
- ML/DL: PyTorch, NumPy, SciPy, pandas, scikit-learn
- Applications: git, bash, Docker
- Russian telegram bot for dialogue summarization [mBART based]
- read the blogpost
- A demo of chatting with me @ Huggingface Spaces [DialoGPT-3 based]
- And a lot more! See pinned projects below:
