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

Code for Nepal and DataCamp Partnership: Empowering Data Literacy and Career Growth
Code for Nepal's partnership with DataCamp Donates has been a success story in their effort to increase digital literacy and access to technology in Nepal. The Code for Nepal Data Fellowship provides fellows with access to interactive courses (via DataCamp) in data science, analytics, and programming, a supportive community, and experienced mentors. Alumni reported that DataCamp helped them learn or enhance their programming skills, gain SQL skills, and learn important concepts in data manipulation, visualization, and machine learning. The partnership with DataCamp has been a valuable resource for individuals interested in data science, engineering, and analysis, providing them with the necessary tools and knowledge to succeed in these fields.
codefornepal    codefornepal / dcdonates / datacamp / datascience / dataanalysis / digitalliteracy / careerdevelopment / pythonprogramming / sql / machinelearning / datavisualization / fellowshipprogram / socialimpact
Ethics in Human Research
CITI (Collaborative Institutional Training Initiative) is a program that provides training on ethical and regulatory issues related to human subjects research. CITI training for Social/Behavioral Research Investigators and Key Personnel covers the ethical and regulatory issues specific to social and behavioral research involving human subjects.
ethics    learning / certificate / research / hippa
Term Frequecy Inverse Document Frequency (TFIDF)
Term Frequecy Inverse Document Frequency POC
analytics / machine-learning / certification / AWS / AWS Certified ML - Specialty exam (MLS-C01) / Data Engineering    certification / tfidf
Flight delay prediction and exploration in the United States
EDA and Predictive Models on Airlines Delay
georgia-tech / capstone-project    correlation / dimensionality reduction / PCA / Random Forest / Deep Learning / XGBoost / AdaBoost / analytics / group-project / machine-learning / random-forest / XGBoost / data-viz
Detecting the edibility of Mushrooms in the wild
What is the least number of features to remember to be safe?
analytics / data-viz / georgia-tech / capstone-project    correlation / dimensionality reduction / PCA / MCA / t-SNE / Correspondence Analysis / Contingency Table / Cramers V / Decision Tree
Diabetic Retinopathy and Glaucoma Detection (Cheers AI Demo)
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).
cheers hospital / data viz / analytics    python / ml / ai / nepal / flask