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PodYapolskiy/README.md

⚡ Hi, it's me, not Mario, Anatoly ⚡

anatoly.tatar GitHub Kaggle Telegram LinkedIn

class Me:
  education = "IU B26', Applied AI"
  languages = [
    "🇷🇺 Русский (C2)",
    "🇬🇧 English (C1)",
    "🇹🇷 Türkçe  (A2)",
    "🇪🇸 Español (A1)"
  ]

  def __repr__(self) -> str:
    return "Anatoly Soldatov; ML Engineer / Software Developer"

  @staticmethod
  def soft_skills() -> frozenset[str]:
    return frozenset(["Communication", "Team Work", "Time Management"])

  def get_skills(self, domain: str):
    # TODO
.get_skills("ML")
Skill Level
NumPy Star Rating
Pandas Star Rating
Matplotlib Star Rating
scikit-learn Star Rating
SciPy Star Rating
PyTorch Star Rating
Lightning Star Rating
.get_skills("MLOps")
Skill Level
Tensorboard Star Rating
ClearML Star Rating
WandB Star Rating
mlflow Star Rating
DVC Star Rating
Apache Airflow Star Rating
.get_skills("Programming")
Skill Level
Python Star Rating
TypeScript Star Rating
Julia Star Rating
Rust Star Rating
C++ Star Rating
.get_skills("DB")
Skill Level
Postgres Star Rating
MongoDB Star Rating
Redis Star Rating
FAISS Star Rating
MinIO Star Rating
Qdrant Star Rating
.get_skills("Tools")
Skill Level
Git Star Rating
GitHub Star Rating
Docker Star Rating
Linux Star Rating
Visual Studio Code Star Rating
Codeium Star Rating

Stats

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CHECK OUT MY REPOS

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  1. ucf50-orb-sift-video-compression-for-classification ucf50-orb-sift-video-compression-for-classification Public

    Efficient video action recognition using hybrid techniques: combining ORB, SIFT, and deep models like VideoMAE and (2+1)D Conv to reduce data size while maintaining performance.

    Jupyter Notebook 1

  2. where-is-waldo where-is-waldo Public

    This repository keeps my solution for Task 1 in the Introduction to Machine Learning course in Innopolis University. The key technics here are data preprocessing and training ANN on highly imbalanc…

    Jupyter Notebook

  3. cnns-on-cifar10 cnns-on-cifar10 Public

    A project is a second part of Introduction to Machine Learning course. Here the problem is image recognition on CIFAR10 dataset using 2 different approaches: simple model and transfer learning usin…

    Jupyter Notebook

  4. follow-my-reading follow-my-reading Public

    Follow My Reading is an API service software project which is built during Summer 2023 Software Project course at Innopolis University

    Python