Experience

SimBioSys, Inc.

• United States
• Biotechnology
• 1 - 100 Employee

• Jr. Scientist

  • Jun 2023 - Present

• Medical Imaging Research Intern

  • May 2022 - Jul 2023

  - Completed a parameter search to fit the pharmacokinetic values of a drug regimen's killing rate - Investigated literature and patient cases to explain discrepancies between pathology and radiology after neoadjuvant therapy in breast cancer patients - Built ML models (3D CNN, Xception Net, VGG16) seeking to predict tumor pathological complete response from different imaging timepoints



Biomedical Engineering Society

• United States
• Biotechnology Research
• 200 - 300 Employee

• Bioengineer Advancement Wiki Co-Director

  • Aug 2021 - Aug 2022

  - Outlining the design for a website to host key student-produced information for younger undergraduates in the department - Compiled written and video content for support of technical skills and research experiences

• Technical Workshop Director

  • May 2020 - Aug 2021

  - Lead a team of three to create and present a variety of technical workshops on Python, MATLAB, ImageJ, Arduino, and more - Compiled the resources developed for use in future technical tutorials to support BMES members’ education and career goals



IBM-UIUC Discovery Accelerator Institute

• Champaign, Illinois, United States

• Undergraduate Researcher in Artificial Intelligence

  • Aug 2021 - Aug 2022

  - Implementing a Data-to-Intelligence framework for lab test result analysis - Programmed framework to process lab test thresholds from lab manual textbooks - Collaborating with IBM researchers and an NLP research lab on campus - Implementing a Data-to-Intelligence framework for lab test result analysis - Programmed framework to process lab test thresholds from lab manual textbooks - Collaborating with IBM researchers and an NLP research lab on campus



Illinois Medical Advancements through Design and Engineering

• ML Development Lead

  • Jan 2022 - Jul 2022

  - Developing ML platform to predict blood electrolyte concentrations of ECG signals - Experimenting with CNNs and other neural networks based on different data types to test performance - Discover breakthrough research papers to guide our algorithm implementations

• Project Manager

  • Jan 2021 - Dec 2021

  - Maintaining progress and organization in a team of 8 undergraduates - Developed an Android app behind a hydrogen sensing breathalyzer-like device - This system will be deployed to Carle Hospital patients with Small Intestinal Bacterial Overgrowth (SIBO) and enables them to track and manage their condition daily



The University of Texas at Austin

• United States
• Higher Education
• 700 & Above Employee

• Computational Oncology Research Scholar

  • Jun 2021 - Aug 2021

  - Completed a research project on modeling tumor microenvironments in glioma using quantitative MRI data - Worked extensively with various clustering algorithms and differential equation models in MATLAB to extract clusters and predict growth based on initial conditions - Gave an oral presentation to field experts at the BMES conference in October 2021 - Completed a research project on modeling tumor microenvironments in glioma using quantitative MRI data - Worked extensively with various clustering algorithms and differential equation models in MATLAB to extract clusters and predict growth based on initial conditions - Gave an oral presentation to field experts at the BMES conference in October 2021