Professional Experience

Graduate Research Assistant

Arizona State University, August 01, 2023 - May 06, 2024

Collaborated with MLCommons and NASA Harvest to design globally diverse benchmarking datasets for crop field boundaries using DataPerf standards.
Designed a pipeline for creating and matching stratified samples of crop parcels to standardized EO images, including download, conversion, and patchlet sampling.
Optimized cross-validation performance on boundaries with K-fold splits based on morphological characteristics.
Evaluated baseline models MaskRCNN, Segment Anything Model (SAM), and UNET to improve a benchmarking accuracy for sparse crop field annotations.

Avaya, July 20, 2020 - July 08, 2022

Contributed in the development of multiple features of IP Office telephony system wherein specifically worked on call-media management, administration, and system monitoring features for on-premise and subscription models.
Contributed significantly to the integration of a standalone telephony app with Microsoft Teams for softphones, and call-control capabilities.
Responsible for building a cross-platform mobile application using the flutter framework along with core telephony services to improve user engagement, accessibility, and administrative experience.
Managed streamlining of real-time diagnostics log-management feature for backup and restore activities within multiple clusters. These projects allowed me to cater to large-scale problems and apply my skills in designing architecture to establish communication channels within a product ecosystem.