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slfdstrctd/README.md

Hi 👋, I'm Artem

A passionate Data Scientist from Saint Petersburg

  • Data Scientist @ VK
  • MSc Student - Artificial Intelligence @ ITMO

Links

Courses

Course Description Tooling
NLP Advanced NLP techniques and applications NLTK, Scikit-learn, Gensim, PyTorch, BigARTM, Seaborn
RecSys Advanced recommender systems course LightFM, LightGBM, PyTorch, RecBole, Gensim, NLTK, TensorFlow/Keras, SciPy, Scikit-learn, Implicit, RecTools
MLOps (infra, serving) MLOps course CatBoost, DVC, MLFlow, Docker, Gitlab CI, Minio S3, FastAPI, Prometheus, Grafana
Containers and Orchestration Docker and Kubernetes practice Docker, Docker Compose, Kubernetes, PostgreSQL, JupyterHub, Flask

Projects

Name Description Tooling
Salary prediction Salary prediction based on resume for Rabota.ru CatBoost, Scikit-learn, Streamlit
Smatched Stable Diffusion makeup transfer web app PyTorch, OpenCV, Pillow, Transformers, Streamlit
Road sign detection Road sign detection with YOLOv5 PyTorch, OpenCV, Streamlit

Pinned Loading

  1. konstantgr/smatched konstantgr/smatched Public

    Web app for makeup transfer using Stable Diffusion

    Python 10 2

  2. nlp-course nlp-course Public

    Homeworks on NLP course

    Jupyter Notebook

  3. bier-ml/model-compression bier-ml/model-compression Public

    Homeworks on model compression course

    Jupyter Notebook 1

  4. bier-ml/road-signs-detection bier-ml/road-signs-detection Public

    Road signs detection project for DL in practice course

    Jupyter Notebook

  5. compstat compstat Public

    Homeworks on "Computational Statistics" course

    Jupyter Notebook

  6. csv_parser csv_parser Public

    Parser for CSV files

    C++