Skip to content
View pzae's full-sized avatar
2 followers · 0 following

Block or report pzae

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Please don't include any personal information such as legal names or email addresses. Maximum 100 characters, markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
pzae/README.md

Hello there 👋 My name is Alexandr Glazunov.

💻 And I like to do DS things.

Junior Data Scientist with basic skills in applying DS to business problems from understanding business needs and data preparation to developing machine learning models and interpreting the resulting data.

🔥 Highly recommended to review

Modification of imblearn.pipeline, optimisation of optuna, development of OneVsRestClassifier and other intresting things.

🔧 DS skills and tools:

Yolo, torch, CV, bert, NLP, python, scikit-learn, catboost, lightgbm, xgboost, EDA, matplotlib.pyplot, seaborn, pandas, numpy, SQL.

🏄 Repositories overview

Repository Description
Auto_ECHO_heart Description and interim results of the project (code under NDA) conducted during my internship at Doct24. It focuses on extracting heart characteristics from segments generated by a fine-tuned YOLOv8 model.
Handbook A handbook in which I analyze and summarize the basics of ML.
Pet_projects Repository of pet projects where I defined the tasks and developed their implementation by myself.
test_tasks Projects completed as part of test assignments.
Yandex_Pracitcum Projects from the Yandex Practicum Data Science course.
Yandex_Practicum_workshops Repository of projects that have a real client with an actual task, completed based on real data.

Pinned Loading

  1. Auto_ECHO_heart Auto_ECHO_heart Public

    Internship at Doct24 -> ECHO of heart -> fine-tune YOLOv8 -> extracting heart characteristics from segments

  2. Pet_projects Pet_projects Public

    I came up with the problem myself, and I solved it myself

    Jupyter Notebook

  3. Yandex_Practicum_workshops Yandex_Practicum_workshops Public

    Real customers, real tasks, real data.

    Jupyter Notebook