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AndreyML/README.md

Andrey Laptev 👑

ML engineer: RecSys, NLP

CV

🎯 ML stack

huggingface catboost python pytorch albumentations sklearn

📈 Work experience

AI Startup Qlan | ML Engineer, TeamLead (August 2023 – Current)

  • Development customers Q&A AI bots based on LLM model.
  • Development Real Estate price prediction system for Dubai companies.
  • Leading a team of 2 ML engineers and Backend engineer.
  • Communicating with business customers, designing ML systems, working on a project flow.

Tinkoff | Junior Research&Develop ML Engineer February (2023 – August 2023)

  • Implementation, training of models SOTA models.
  • Training and development of BERT-like models for the recommendation systems problem.
  • Training and development of two-tiered recommendation systems pipelines.

LLC ”NEUROSPUTNIK” | Interm ML Engineer (June 2022 – August 2022)

  • Implementing SOTA models to solve the semantic segmentation problem of cerebral blood vessels

🎓 Education

🏆 ML Competition Background

Contacts

android

Pinned

  1. tinkoff_text_generation tinkoff_text_generation Public

    Python 1

  2. RuCode-Payroll-2022 RuCode-Payroll-2022 Public

    Forked from leffff/RuCode-Payroll-2022

    Our top 2 solution to RuCode 2022 Payroll task

    Jupyter Notebook

  3. itatmisis/more-tech-4-ananas itatmisis/more-tech-4-ananas Public

    Python 2

  4. rucode_7.0 rucode_7.0 Public

    Forked from hekaido/rucode_7.0

    Our solution on Rucode 7.0

    Jupyter Notebook