Projects

This report was developed as part of research with Professor Costa. I created an automated report that shows the comparison between Pure & Penalized Synthetic Control. This report has been anonymized to preserve confidentiality.

Code (Stata) -> Code (R) -> Code (Rmd)

I audited machine learning (ML) course in Lahore University of Management Sciences. To enhance my coding skills and test my knowledge of ML, I wrote a code that applied K-Nearest Neighbors on testing dataset without using any ML designated library.

Code (Python)

As part of monitoring the quality and status of the cleaning data for the consultancy project, I designed a Shiny App which enable its user to observe the input, output and productivity trends visually and spatially.

I prepared the script to extract air quality data from online source as part of my learning. The script is designed to run on schedule on any system and store the historical information to a .csv file.

Code (Python)

To enhance my command over Python, I learned to scrape data from the website. To scrape the data from the online clothing store, I used Scrapy and Requests package of Python. The script can be modified further to enable the user to extract data on regular basis.

Code (Python)