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kezouke/README.md

Elisei Smirnov

I build AI agents for financial services at Sber. Previously, I worked on recommendation systems and personalization for Yandex AI.

I'm studying management at HSE Graduate School of Business (2026–2028). I hold a BSc in Computer Science and Engineering from Innopolis University (2022–2026), with a specialization in Data Science and Artificial Intelligence.

Selected work

  • vLLM contribution. Added support for passing prompt token IDs to custom logits processors, so generation rules can use the input context.
  • Educational course automation. Built a pipeline that turns source PDFs into structured course material and runs generation across a 24-GPU cluster.
  • AI assistant. Built an assistant that turns requests into API calls and carries context across steps. It integrates with Google Calendar, Todoist, and Gmail.

LinkedIn · LeetCode · Codewars · Email

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  1. IU-Capstone-Project-2024/SayNoMore IU-Capstone-Project-2024/SayNoMore Public

    The AI-Based Virtual Travel Assistant

    Python 3

  2. MRI-Diagnosis-API MRI-Diagnosis-API Public

    Deployment of ML model for brain tumor detection in an API and a web application that interacts with this API. The deployment utilizes Docker containers, FastAPI for the model API, and Streamlit fo…

    Python 1

  3. VAExperiment VAExperiment Public

    Simple VAE implementation exploring KL divergence and Wasserstein metric in the loss function

    Jupyter Notebook

  4. ForYourEyesOnlyyy/Sentiment_Analysis_for_Financial_News ForYourEyesOnlyyy/Sentiment_Analysis_for_Financial_News Public

    Building, experimenting, and deploying a machine learning-based solution for sentiment analysis on financial news articles

    Jupyter Notebook 1 1

  5. ReProcess ReProcess Public

    Tool designed for managing dependencies within code repositories

    Python 3 1

  6. bert-probing bert-probing Public

    BERT Probing – Does BERT Understand Negation?

    Jupyter Notebook