Founder, AccioPix · Director @ Leap Insights · Sr. Research Assoc @ xKDR Forum
Physics, Computer Science and Economics at the Australian National University. Research in satellite imagery & nighttime lights for economic inferences. Open-source contributor to the Julia ecosystem.
By Siddhant Chaudhary, Ayush Patnaik & others
Aug 2025By Rounak Hande, Ayush Patnaik & others
Jun 2024A Python notebook for processing & analyzing satellite nighttime lights. By Carlos Mendez & Ayush Patnaik
Dec 2022By Ayush Patnaik & others
Oct 2021By Ayush Patnaik & others
Analysing complex surveys in Julia
Cleaning & processing nighttime lights satellite data
Distance to default using the Merton Model
Contributor — Generalized linear models
Contributor — Time-series data frames
Contributor — Unified statistical modelling
Mentored open-source Julia projects
Nagoya University (Online)
Chennai Mathematical Institute
Chennai Mathematical Institute
Mumbai University & Delhi University
Chennai Mathematical Institute
XKDR Forum, Mumbai
XKDR Forum, Mumbai
ThePrint, New Delhi
Elysian Solutions, Canberra
Sydney Academy of Chess
University of Sydney — Deep learning in survival analysis
Australian National University — Spectroscopic surveys & Monte Carlo simulations in Julia