y-ksenia / pytorchvideo

A deep learning library for video understanding research.

Hi! 👋

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: Context based user routines prediction on mobile devices
• MIPT: Investigation of the mechanical properties of DNA-containing viruses in silico

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...)