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Hi! I'm Kirill Rubashevskiy

About Me

I'm currently pursuing a Master's degree in Artificial Intelligence at the Higher School of Economics.

Skills

C C C C C C C C C C C C C

Professional Goals

I am open for hire and internships in impactful projects.

Interests

Besides studies, I enjoy hiking and cooking, with both activities helping me maintain a creative and fresh perspective in my professional work.

Work in progress

Project Overview

As part of my master’s degree in Artificial Intelligence, I developed an ML service designed to identify the authorship of texts among ten prominent Russian 19th century writers.

Main Goals

  • Build an End-to-End ML Pipeline: From data collection from open sources to monitoring the performance of a deployed service.
  • Apply of ML Techniques in NLP: Employ cutting-edge machine ML algorithms specifically tailored for natural language processing (NLP).
  • Get Hands-On MLOps and DevOps Experience: Gain practical experience in MLOps and DevOps principles, including cloud storage, microservice architecture, containerization, deployment, testing, and performance monitoring.

Project Outcomes

  • Best Model Architecture and Performance: Developed a logistic regression model over text statistics and Bag-of-Words embeddings that outperformed other ML algorithms with weighted F1 score 0.85 on test data.
  • Service Architecture and Deployment: Build and containerized a service that includes a FastAPI application to make single and batch predictions and a user-friendly Telegram bot; successfully deployed the service on Render.com.

Kirill Rubashevskiy's Projects

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