Hi, I'm Nemath

dotflo.co | CS at Georgia Tech
I love building products that give back time to do more! I'm a lead developer at the at the Wellness Technology Lab and am advised by Prof. Andrea Parker. I was earlier part of the Polo Club of Data Science advised by Prof. Polo Chau where I worked on democratizing AI security with an eye towards scalability and practicality in real-world settings.
I've collaborated with researchers at Intel, Georgia Tech and Emory University.
Prior to this I worked as a SWE at Analog Devices, Inc. in their Data Platform teams. I completed my undergraduate degree from the Indian Institute of Techonology (IIT) Indore majoring in Electrical Engineering. I've been grateful to have collaborated with AI teams at TU Dresden Germany, NTU Singapore, Dozee Research, and DRDO working around Computer Vision, Software Development and it's interesting intersections.

Research Publications

Classification of Sleep-Wake State in Ballistocardiogram system based on Deep Learning
Multi-task and IPN to improve detection
Annual International Conference of the IEEE EMBC 2022
APRA For Camera Performance Imbalance In Person Re-identification: New Dataset And Metrics
Adversarial Pairwise Reverse Attention
AppAxO: Designing Application-specific Approximate Operators for FPGA-based Embedded Systems
Machine Learning for Approximate Operators