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Abletobetable/README.md

Lokis Alexandr

👨‍💻 Machine Learning Engineer

Machine Learning Engineer with 3 years of experience, working in teams ranging from 2 to 15 members, both remotely and on-site. I am an expert in the complete machine learning lifecycle—from gathering product owner requirements to deploying models in production. My specialization includes classic machine learning and deep learning techniques, with particular expertise in Natural Language Processing and Computer Vision.

I am passionate about the future of AI and the rapid advancements in large language models, and I actively stay up-to-date with the latest trends and technologies in the field. Additionally, I present tech talks at conferences and publish articles on my personal blog.


🛠️ Experience

ML Engineer @ Wildberries, ex-Kontur, Tinkoff | DL, NLP, LLM, CV


🎓 Education

Saint Petersburg State University, St. Petersburg

  • Bachelor’s Degree: 2020 - 2024
  • Master’s Degree: 2024 - 2026

⚙️ Skills

  • Machine Learning: ML, DS, DL, NLP, LLM, CV, alignment, RecSys, uplift modeling
  • Programming Languages: Python, C++, SQL
  • Tools & Libraries: Docker, Git, Linux, FastAPI, pandas, NumPy, Matplotlib, scikit-learn, PyTorch, TensorFlow, transformers, trl, multi-GPU training, unsloth, LoRA

🌟 Personal Brand

  • DS Update Meetup: Review and development of LLM Alignment: history and modern practices.
  • Tech Blog: Educational blog posts on DL and NLP.

Popular repositories Loading

  1. smart-product smart-product Public

    Predict category of product by it's description, image and other attributes

    Jupyter Notebook 1

  2. document-extractor document-extractor Public

    Extract part from document that corresponds to the specified label

    Jupyter Notebook 1

  3. Fake-News-Classification Fake-News-Classification Public

    fake news classification using MLP, LSTM and transformer

    Jupyter Notebook

  4. lanit-summer2022-face_antispoofing lanit-summer2022-face_antispoofing Public

    face anti-spoofing using different algorithms

    Jupyter Notebook

  5. lanit-summer2022-traffic lanit-summer2022-traffic Public

    comparing different neural algorithms for restoring images

    Jupyter Notebook

  6. rails-champ rails-champ Public

    Цифровой прорыв - чемпионат Новосибирской области - классификация объектов железной дороги

    Jupyter Notebook