Is Timing Critical to Trace Reconstruction?
SMC 2021
Machine Learning
Machine learning projects
AGS: Attribution Guided Sharepning as a Defense Against Adversarial Attacks
Published in IDA 2022: Advances in Intelligent Data Analysis XX
Deep Learning System Identification and Adaptive Model Predictive Control
Under development
Machine Learning Directed Aptamer Search from Conserved Primary Sequence and Secondary Structure
Published in ACS ChemRxiv
Fighting Hunger Through Machine Learning Based Crop Classification
I was part of Omdena's team for the crop classification challenge with the UN World Food Program (UNWFP) in Nepal. Built a deep learning model to fight hunger by locating, tracking, and improving the growth of crops such as rice and wheat.
7 Steps to Build a Quality Satellite Imagery Dataset for Agricultural Applications
Learnings from Omdena's crop classification challenge in Nepal with UNWFP
Improving imbalanced dataset classification using Conditional Classifier-Generator (cCGen)
SMC 2022