I use this page to maintain links to past projects and current work. My main language tool is Python. In prior roles as a fullstack developer, I have used Django/POstgreSQL. I currently use Pandas extensively.

In April I started a 3 months course with The AI Institute. It is an intensive hands on course in the use of modern statistical tools, deep learning and big data understanding. I am focusing on NLP techniques and applications. Academically my background (masters degree) is in mathematics and I enjoy data analysis/visualization as well as continuing my mathematical education, with a current focus on Bayesian modeling.

Current Projects

Last year I worked on developing MTA2014. This project evolved from an original idea to analyze NYC MTA data from the source, to a comprehensive ETL pipeline and visualization tool. While I have paused developement for now, before completing the analysis functions, the visualization and data querying tools are working and can be inspected.

• Overview: https://www.isroelkogan.com/mta2014
• Github Repo: https://github.com/ImKogan/MTA2014
• Webpage: https://mta2014.isroelkogan.com/mta2014/map_mta

Note: While the project is in development, the Webpage may change at any time. Please refer to my home page here for up-to-date functioning link.

Addditionally: While the site is in development, please only use Chrome. Other browsers are not tested against and may not render the page correctly.

Read more about it here

Current Reading

To the left you can see some of the books I'm currently reading/reviewing