Program Committee member, International Workshop on Accelerating Analytics and Data Management Systems Using Modern Processor and Storage Architectures (ADMS) 2022
Program Committee member, International Conference on Parallel Processing (ICPP) 2022
Program Committee member, International Parallel & Distributed Processing Symposium (IPDPS) 2022
Program Committee member, International Workshop on Accelerating Analytics and Data Management Systems Using Modern Processor and Storage Architectures (ADMS) 2021
Program Committee member, International Workshop on Accelerating Analytics and Data Management Systems Using Modern Processor and Storage Architectures (ADMS) 2020
FFTX and SpectralPack: A First Look
FFT and Solver Libraries for Exascale: FFTX and SpectralPack
Large-Scale Algorithm Design for Parallel FFT-based Simulations on GPUs
[Extended Abstract] Algorithm Design for Large Scale Parallel FFT-Based Simulations on Heterogeneous Platforms
[Extended Abstract] Algorithm Design for Large Scale FFT-Based Simulations on CPU-GPU Platforms
Unsupervised Image Segmentation using Comparative Reasoning and Random Walks
Indexing for fast Nearest-Neighbor search in Artificial Intelligence (AI)-powered Databases
Developed an indexing algorithm to quickly identify candidates for querying an AI-powered database. This work was done during my summer internship at IBM T. J. Watson Research Center, Yorktown Heights, New York.
Porting Large-scale Fortran Simulations to CPU-GPU platforms
Model design and analysis automation for big mechanisms
Implemented frameworks for automated development of executable models using information extracted from literature for cancer cell networks
Unsupervised image segmentation using Winner-Take-All Hash and Random Walks algorithm
Developed an unsupervised segmentation algorithm for images, with a focus on biomedical images using the concept of comparative reasoning from machine learning followed by creating a probability map using Random Walks. Designed an automated seed selection method for Random Walks algorithm using Gibbs sampling for Dirichlet Process Mixture Models
Near-fall detection in seniors using head-mounted accelerometers and gyrometer sensor
Designed a system using multinomial logistic regression to predict the probability of instability in daily activities. The system is used for human motion database analysis for recognizing near-falls in senior citizens. It can be deployed on a smartphone to provide real-time feedback
Classification of Histological Teratoma Images
Used wavelet techniques and Gabor filters along with Support Vector Machines to find methods of efficient classification of different tissue sub-types in a histological image. Used Superpixels for test image partition and iterated over Superpixel coarseness to ensure fastest possible computation speed for a fixed desired accuracy
Bachelor Thesis: Algorithms for locating non-defective items in a large population.
Implemented three algorithms for the problem of Group Testing, which is a boolean form of Compressed Sensing. The algorithms were row-based, column-based and convex optimization (L1 - minimization) based. methods to find a small number of non-defectives from a large collection of items with very few measurements. This project was advised by Dr. Chandra Murthy,IISc Bangalore and Dr. Abhay Sharma
Wireless Automated Parking Lot using the LPC1769 ARM processor and a GSM Modem
Designed and implemented firmware for a wireless parking prototype which enables users to reserve space via SMS. Compiled results for analysis of spectrograms obtained using the Short Time Fourier Transform (STFT) for a Vehicle classifier, in MATLAB.
Internet based data acquisition and control of remote field devices using the MSP430 and the CS8900 Ethernet LAN controller
Designed a system to monitor data and send instructions to field devices by means of TCP/IP connection over a LAN. The support of Canopus Instruments, India is acknowledged.
PhD in Electrical and Computer EngineeringCarnegie Mellon University2015 - 2020
MS in Electrical and Computer EngineeringCarnegie Mellon University2013 - 2014
BE(Hons.) in Electrical and Electronics EngineeringBirla Institute of Technology and Science (BITS) Pilani2009 - 2013