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  • Vestas
  • Odense, Denmark

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Achievement: Pull Sharkx2

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Achievement: Pull Sharkx2
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dsmordasov/README.md

Welcome to my GitHub, in which I showcase examples of my work (i.e. why I am the perfect hire for you).

  • Data Science:

    • Book cataloguer

      • An investigation into the world of computer vision, trying to extract a list of books from a picture of book spines on a shelf.
      • 🐍Python (NumPy, OpenCV and PyTessaract packages).
      • Computer vision segmentation, image pre-processing and OCR.

    • Drink and study

      • An investigation into the influence of various socio-economic factors on student's performance, assignment for an 'Introduction to Machine Learning & Data Mining' MSc course.
      • 🐍Python (NumPy, Pandas, scikit-learn, Matplotlib + seaborn and PyTorch packages).
      • Exploratory data analysis (feature extraction, statistics, principal component analysis, data visualisation), machine learning (artificial neural networks, linear and logistic regression, cross-validation), insight extraction.

  • Scientific computing:

    • My MSc thesis

      • A set of scripts for running computational fluid dynamics (CFD) simulations on the DTU HPC cluster, investigating a novel wind turbine design for regulating wind turbine wakes and improving wind farm yields.
      • 🐍Python (NumPy, Matplotlib and Xarray packages), along with PyWakeEllipSys (CFD) and HAWC2S (aeroservoelastic code).
      • PyWakeEllipSys simulation set-up and execution on a Linux HPC cluster, automated data analysis and visualisation pipeline for the CFD results, code for integrated wind turbine blade design with consequent evaluation in HAWC2S and output into a PyWakeEllipSys readable input, insight extraction.

    • My BSc thesis

      • Design tool for the sizing of an airborne wind energy system (power kite) for a Martian habitat.
      • 🐍Python (NumPy, SciPy and Matplotlib + seaborn packages).
      • Computational modeling, optimisation, code verification, sexy flow diagram.

  • Videogame development:

    • The Ratcatcher
      • A hobby roguelike game, set in the story of the The Ratcatcher novel by Viktor Dyk.
      • 🐍Python (NumPy, libtcod and PyInstaller packages).
      • Objective-oriented programming, entity component system, procedural level generation, own game engine, game design. Automated PyInstaller/GitHub distribution deployment with Win/MacOS/Linux compatibility.

Popular repositories Loading

  1. dmitrijs_roguelike dmitrijs_roguelike Public

    A short roguelike game, based on the book 'The Ratcatcher' by Viktor Dyk.

    Python

  2. ares_awesizer ares_awesizer Public

    Sizing tool for the Airborne Wind Energy (AWE) pumping power kite of a renewable energy system for a Martian habitat. My BSc thesis at TU Delft.

    Python 1

  3. wake_diffusion_rotor wake_diffusion_rotor Public

    Scripts for running and postprocessing PyWakeEllipSys and HAWC2S simulations for the sake of investigating the 'wake-diffusion' rotor concept. My MSc thesis at DTU/TU Delft.

    Python

  4. dsmordasov dsmordasov Public

  5. drink_and_study drink_and_study Public

    An investigation into the influence of various socio-economic factors on high-school students' performance, for an 'Introduction to Machine Learning & Data Mining' course.

    Python

  6. mlp_pinn mlp_pinn Public

    Machine Learning for Power Systems - Physics Informed Neural Networks, Assignment from Adelaide Power Systems Summer School 2020, Australia.

    Python