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Exel Moxel
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Exel Moxel

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@wiredhut @red5ai @BuiltAPI

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Dreamlone/README.md

Hi, I'm Mike

Software developer and ML engineer

Senior software developer at Wärtsilä. I write Python code and know how to organize pipelines (backend development) for machine learning (ML) and data analysis (Data Science).

Well skilled in architecture design and programming in general (patterns, OOP, SOLID, TDD, git) and ML systems in particular. Experienced in R&D (have more than 30 publications).

My tech stack: Python, FastAPI, scikit-learn, networkx, PyTorch, MLFlow, Dask, SQLAlchemy, alembic, docker, PostgreSQL, MongoDB, GDAL, QGIS, LaTex etc.

Some open-source developments in which I have been or am involved:

  • AutoML framework FEDOT
  • Time series benchmark pytsbe
  • ETL (Extract, Transform, Load) library wiredflow
  • Library for spatial data fusion and processing for real estate objects estaty
  • Module for filling gaps in matrices (applied mostly for remote sensing data) based on machine learning and spatial relations SSGP-toolbox
  • QGIS plugin for river stream ordering (or any vector linear system) Lines Ranking

I write, along with my colleagues, posts on Towards Data Science, Medium and Habr.

Towards Data Science:

Medium:

Habr:

My accounts on other platforms: scholar.google, kaggle, drivendata

Typing SVG Metrics

Popular repositories Loading

  1. SSGP-toolbox SSGP-toolbox Public

    Simple Spatial Gapfilling Processor. Toolbox for filling gaps in spatial datasets (e.g. remote sensing data)

    Jupyter Notebook 32 10

  2. moscow-public-transport moscow-public-transport Public

    Repo for visualization and EDA of Moscow public transport data

    Python 8

  3. MIHA MIHA Public

    Optimizer for configuration of hyperparameters in neural networks

    Jupyter Notebook 7

  4. ITMO_materials ITMO_materials Public

    Collected data and source code used when working on projects at ITMO University

    Jupyter Notebook 6

  5. wasu wasu Public

    Water Supply Forecast competition model

    Python 3

  6. ITMO_Masters_degree ITMO_Masters_degree Public

    Master's degree in Big data and machine learning. Collected homework and project materials.

    Jupyter Notebook 2