Hello World ✌🏻
I am Ayush. I am a student, a teacher, and a practitioner of data science.
Here I blog/jot/dump/scatter ideas/muses/learnings/experiences on all things data and software.
I am based in Nepal 🇳🇵 and I currently work as a Staff Data Scientist 📈👨💻 at Cloudfactory. I recently graduated from Georgia Institute of Technology 🐝 Analytics program (focusing on Computational Data Analytics and Machine Learning). I am also building a data community in Nepal via Code for Nepal. When I am AFK, I am lifting weights.
Posts
The stages in the analytics process is filled with moments of success and failures. There are some instant gratifications during the process, where a begginer like myself might construe a non success as success, due to some kind of judgement error.
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).
This is a starter code for Twitter sentiment analysis. Not to be used in prod.
This is a Twitter bot that shows progress on covid vaccination (full and partial) in Nepal. Like always, it is all open source (MIT). Contributions are appreciated.
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.