About Shreyansh Shamraj Gilbile:
CS grad student @ UT Dallas.
I am currently working as a Research Assistant under Dr. Tien, Professor UT Dallas, developing Machine Learning models for software engineering issues and automated test suite generation tools in collaboration with a software testing company. I have 1.5 years of experience in Software Development and machine learning.
I am fluent in C++ and python. I have experience in working in the IT Industry and a good grip on Data Structures. I would love an opportunity to prove myself.
Experience
Research Assistant
August 2020 – Present
The University of Texas at Dallas
Dallas, Texas.
• Working on 2 Research Projects under Dr. Nguyen Tien (Professor, UT Dallas).
• Developing advanced machine learning models that remove obsolete To-Do texts from source code using Git Commits.
• Developing an automated test case generating tool for UI testing using Petri-nets for Katalon.
• Teaching Assistant for Probability and Statistics in CS (CS 3341) and Introduction to Software Engineering (CS 1200).
Software Engineer, Machine Learning
June 2020 – May 2021
Seon Consulting Services
Hyderabad, India
• Developed a custom invoice reader using deep learning.
• Automated the information tagging and extraction in the invoice by implementing an image tagger using mask-RCNN.
• Constructed a custom Optical character Recognizer which extracted Hindi handwritten text with 84.2% accuracy.
• This project replaced the template approach and extracted the invoice details of over 150 invoice types.
Data Science Intern
November 2019 – May 2020
Thirleap.ai
Hyderabad, India
• Implemented Rules for Automated Math Engine using logic programming which extended the range of the problems the
engine solved.
• Worked on the core of the engine. Employed Protobufs for data serialization.
• Deployed a Graph Structure using C++ that correctly presented the end solution of the problem.
• Developed a Word problem solver using RNN and integrated it to the existing Math Engine.
• Constructed a reinforcement learning approach to automate the solving process.
Education
The University of Texas at Dallas
Masters in Computer Science
Relevant Coursework: Machine Learning, Database Design, Web Development, Data Structures.
University of Pune
Bachelor in Engineering, Computer Science
Aug. 2021 – Present
Gpa: 3.77/4
July 2015 – July 2019
Gpa: 8.16/10
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