Hi, I'm Alex and based in the UAE! I love working with data and here you will find some of my projects. I have a background in construction, working as a Project Manger/Analyst on an environmental project. During my Master's studies in 2019 I had to perform a lot data collection and anlysis, as well as annotate and train neural netweork for my thesis. This started my data analystics journey. Through my research and work I have experience in conducting statistical tests, and forecasting based on linear models, and also know the methods of bootstrap analysis, A/B and A/A testing.
📫 Reach me on @reAlexByk or [email protected]
This is a repository to showcase skills, share projects and track my progress in Data Analytics / Data Science related topics.

• About
• Portfolio Projects
  • E-commerce Clients analysis
  • Computer Vision to Track Construction Progress
• Study Projects
  • Useful Code Snippets
  • Tableau Vizzes
• Certificates
• Contacts

In this section I will list data analytics projects briefly describing the technology stack used to solve cases.

Code: #.ipynb
Description: Analysis of e-commerce site delivery and customer segmentation
Skills: data cleaning, data analysis, descriptive statistics, central limit theorem, hypothesis testing, data visualization.
Technology: Python, Pandas, Numpy, Scipy Stats, Seaborn, Matplotlib.
Results: Segmented customers

Code: https://github.com/realexbyk/RebarStateModel/blob/master/annotation.py
Description: Collected Data and trained Neural Network to track rebar installation progress on construction site.
Skills: annotation, neural network, data analysis, descriptive statistics, central limit theorem, hypothesis testing, data visualization.
Technology: Python, Pandas, Numpy, Scipy Stats, Seaborn, Matplotlib.
Results: Published paper in "Automation in Construction" https://www.sciencedirect.com/science/article/abs/pii/S0926580522003211

In this section I will provide links to my github repositories containing code and jupyter notebooks I created while passing online courses or was just having fun with.

Description: Here are some things I'm currently studying

Description: My Tableau Public account ---> go to Tableau..
Status: ∞

Description: Here are some good code snippets which coud be used in analysis Repository: Status: ∞

I belive that the best way to learn is to do projects, however here are some relevant certificates which helped me learn certain skills:

• Data Science for Construction, Architecture and Engineering (Aug 2020)