Analytics
Term Frequecy Inverse Document Frequency POC
What is the least number of features to remember to be safe?
Demo for Cheers AI, an AI enabled tool for prediction of Diabetic Retinopathy and Glaucoma based on fundus images. This tool is being used by BP Koirala Eye Foundation (Hospital for Children, Eye, ENT and Rehabilitation Services or CHEERS) to detect blindness caused by diabetic retinopathy (which is preventable if detected early).
Analytics is extremely relevant in all aspects of ride-hailing. In this project, I merely covered a few use cases, with one or two relevant models. Even with this brief exploration, I can conclude that analytics can lead to better outcomes for both drivers and passengers.
georgia tech /
data viz /
analytics /
tootle
analytics in ride sharing /
tootle /
nepal /
analytics /
isye-6501 /
ride hailing /
ride sharing /
regression /
optimization /
eda
eHamroPasalmandu is a fictional eCommerse based in Nepal. If it were operating for a year, this is what the data would look like (kind of, sort of).
What emoji is popular in Kathmandu? Has it changed recently? Have we become more empathetic? 50K tweets between 2012 to 2021 (containing emojis, and geocoded to Kathmandu) were analyzed to study our affinity towards emojis.
A proxy based indicator model to assess statistical literacy of a country. 101060 articles were analyzed to assess the use of data in media. The news articles are scraped from article URLs posted by the official news portal's account on twitter. The news portals that use twitter to post articles regularly are The Himalayan Times, Onlinekhabar, The Nepali Times, myRepublica, and The Kathmandu Post.
This dashboard facilitates a comparative study of the coding landscape in Nepal with the rest of the world. This tool will help visualize and understand developers, their demographic and geographic profile, motivation, education, coding preference and several other factors.