Monesha M. Email & Phone Number

Salt Lake City, Ut, Us

Midvale, Utah, United States

◦ Researched, redesigned and implemented a novel list-based named entity solution for Halosight’s Enterprise NLP platform; reduced processing time by 75% and increased accuracy by 20%.◦ Researched, implemented and extended a sentiment analysis solution for Halosight’s Enterprise NLP pipeline; resulted in F1 score increasing by 60%.◦ Engineered a coreference resolution step in Halosight’s kubeflow pipeline; facilitated identification of previously undiscovered entity mentions and increased entity recall by 50%.◦ Enhanced efficiency within an unsupervised learning tool by optimizing insight combination through the strategic implementation of branch and bound methodology. Reduced calculation time by 80%.◦ Developed and implemented a solution to streamline grading processes by extracting instructions from student assignments and categorizing tasks amenable to automatic grading.◦ Helped research and design a novel entity architecture and investigated methods for extracting potential entities.◦ Implemented good software development practices, including writing robust unit tests, code documentation and utilizing Git for version control. Experienced in deploying Kubeflow pipeline components on AWS and Google Cloud Platform (GCP) using Docker.◦ Actively involved in continuously enhancing the existing codebase for robustness, maintainability, and visibility.

Salt Lake City, Utah

◦ Human-Computer Interface, Computer Security, Introduction to Algorithms & Data Structures◦ Taught, guided, graded & helped over 400 students who took the courses

Mumbai, Maharashtra

• Improved client’s online platform by designing and pitching frontend design templates• Expanded the online presence for a manufacturing company by developing the e-commerce website • Increased user engagement by developing graphics and designs for numerous websites

Mumbai, India

• Developed and maintained an E-Commerce website of electronic goods using WooCommerce• Tasks like troubleshooting, testing, support and integration of functionalities on client E-Commerce Website

Master'S Degree, Computer Science

Bachelor Of Engineering - Be, Information Technology, A