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followers: 21.0 following: 25.0 repos: 17.0 gists: 0.0

Name: Kseniia Alekseitseva

Type: User

Location: Earth

Blog: https://www.linkedin.com/in/y-ksenia/

Hi! 👋

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I'm Kseniia 👩‍💻

🔭 MSc in Information Science and Technology and Applied Mathematics and Physics
💼 I'm currently working on Computer Vision for Autonomous Driving application
🤔 I'm looking for new projects on Machine Learning and Deep Learning (especially deployment to production)
📝 For more info see my CV

Languages and tools

Some of my projects

M.S. thesis projects

SkolTech course projects

Project	Contribution
Open domain question answering with BERT and GPT-2	Implementation beam search for token generation and post-processing.
Cascade neural network algorithms for segmentation in medical imaging	Implementation of FPN on the data from medical segmentation decathlon.
PetFinder adoption prediction on Kaggle	Data preprocessing and text features extraction.
Fast image recovery	Implementation of SALSA algorithm in Python.

Extra

My Coursera courses: lectures and my submissions

My modest stats (in progress...)

Kseniia Alekseitseva's Projects

1qgt_modeling

All necessart scripts and filesI use in lab/

catalyst

Accelerated deep learning R&D

cml

♾️ CML - Continuous Machine Learning | CI/CD for ML

cookiecutter-pdm

A modern cookiecutter template for Python projects that use PDM for dependency management

course-ds-base

coursera

My submissions in Coursera courses

data-science-template

Template repository to start your Data Science project from

example-mlem-get-started

Get Started MLEM project

mlops_zoomcamp

pet_finder

prefect-mlops-zoomcamp

MLOps Zoomcamp 2023 repository for Module 3

pyproject-cookiecutter

pytorchvideo

A deep learning library for video understanding research.

setup_server

transportflows

user_intent_prediction

Predicting the user's routines based on the history of their actions, as well as using context on mobile devices.

y-ksenia

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