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Gruz2520/README.md

I little about me

  • 🔭 I am a ML engineer and IT project & product manager from Russia. I am involved in research in various fields using machine learning and commercial development
  • 🎓 Student of the High School of Economics, Faculty of Computer Science, Software Engineering
  • ✍️ I am passionate about Machine Learning, DataScience, building IT processes, ambitious IT projects

Experience

  • TeamLead Team Buns ML
  • ex-ITLead Waterdroplet

My stack

python  pytorch  tensorflow  jupyter  pandas  numpy  opencv  csharp  cplusplus  latex  linux  git 

Projects and research

Research

Projects

  • Building a team and leading the development processes
  • Development of the solution architecture
  • Feature Engineering
  • Development of a Custom Activation Function
  • Ensemble of Models Improvement
  • Building a team and leading the development processes
  • Development of technology to determine meter readings by photo tap
  • Designing the system architecture

Achievements

Winner:

  • XXIII International Scientific Conference of Schoolchildren "Kolmogorov Readings"
  • All-Russian competition of research and project works of schoolchildren "Higher Pilotage"
  • 27th Regional Scientific and Practical Conference of Students "Creativity of the Young"
  • Regional stage of the contest of scientific and technological projects "Big Challenges"
  • Regional stage of the Samara scientific and educational competition "VZLET"

Prize-winner:

  • City scientific-practical conference "Engineers of the Future"

Finalist:

  • Data Analysis National Olympiad DANO
  • Hackathon GS Labs

Expertise

  • Main expert on VK ML Hack 2024

Pinned Loading

  1. 3DGAN-for-MOF 3DGAN-for-MOF Public

    3DGAN для генерации металло-органических каркасов со свойствами адсорбции газов. 3DGAN for the generation of metal-organic frameworks with gas adsorption properties.

    Jupyter Notebook 4

  2. rec_system_2stepCatboost rec_system_2stepCatboost Public

    2 step recomendation system with RangeCatBoost by Team Buns

    Jupyter Notebook

  3. predict_toxic-energy_prop_of_mols predict_toxic-energy_prop_of_mols Public

    Predict toxic and energy properties of molecules using DIG

    Jupyter Notebook

  4. predict_energy_of_mols predict_energy_of_mols Public

    Prediction energy of mols with MEGNet

    Jupyter Notebook

  5. rec_system_collab_filtering rec_system_collab_filtering Public

    Collaborative filtering based recommender system using the surprise library

    Jupyter Notebook

  6. waterdroplet waterdroplet Public

    Rep of full project "waterdroplet"

    Python