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RomanDataLab/README.md

Hi, I am Roman

Data Engineer professional working in a stack of BIM, Computational design, GIS, maps, ML, AI and urban sensing.

💻 Tech Stack:

  • Programming: Python, R
  • Web development: HTML/CSS, JavaScript, ShapeDriver
  • Databases: PostgreSQL, SQLite
  • Computational design: Rhinoceros 3D/Grasshopper, Wallacey
  • Machine learning: Scikit-Learn, TensorFlow, Wallacey, Lunchbox
  • BIM: Archicad, Autocad, Revit
  • Data Visualization: PowerPoint, Plotly, Streamlit, Matplotlib, Bokeh
  • Graphic design: Photoshop, Illustrator
  • GIS: QGIS, Earth Engine, Hops, Geopandas, Networkx, Osmnx

JavaScript Python R Windows Terminal HTML5 AWS Azure Google Cloud MySQL SQLite Adobe Illustrator Adobe Dreamweaver Adobe Creative Cloud Affinity Designer Adobe InDesign Blender Adobe InDesign Adobe Photoshop Matplotlib NumPy Pandas Plotly Scipy scikit-learn PyTorch TensorFlow Keras Flutter Microsoft Excel

Urban growth of the Melbourne metropolitan area in 1883-2030 Amount of sold homes by LGA of Melbourne metropolitan area in 1992-2022 Policy for advanced technologies of Barcelona metropolitan area Analysis of homes' sales in Barcelona Big data analysis of construction hempcrete industry in Europe. Global hemp production Hempcrete manufacturing isochrones of delivery

Portfolio

Featured projects 2023

📊 GitHub Stats:

Pinned

  1. Research_of_Spain_Festivals Research_of_Spain_Festivals Public

    Party to live or live to party? [Python, Grasshopper, QGIS] A story about Spanish festivals. Does it possible to party all year long from festival to festival throughout Spain? Blog link - https://…

    Jupyter Notebook

  2. Data_science_analysis_realestate_BCN Data_science_analysis_realestate_BCN Public

    Data science project in Python seeking a correlation between heritage and real estate prices

    Jupyter Notebook

  3. Urbansprawl_of_Melbourne Urbansprawl_of_Melbourne Public

    Remote sensing project on urban sensing urbansprawl of the Greater Melbourne in Python/ QGIS/ Grasshopper. Analysis and prediction.

    Jupyter Notebook

  4. Barcelona_Hightech_Clusters Barcelona_Hightech_Clusters Public

    Clustering advanced industries to facilitate technology transfer in the Barcelona metropolitan region

    Jupyter Notebook

  5. NYC_cabs_trip_duration_ML NYC_cabs_trip_duration_ML Public

    ML algorhitm to predict trip duration of NYC cabs

    Jupyter Notebook

  6. Recycling_Concrete_of_Singapore Recycling_Concrete_of_Singapore Public

    Jupyter Notebook