cv

Research Assistant

Improved automated interpretability methods for clinical text classification using large language models. Cleaned and processed clinical text data with NLP toolkits. Scaled model training on massive clinical text corpus through distributed computing with Dask.

Research Assistant

Built prototype docker containerization infrastructure for model commons project, allowing for ease of Python code shareability. Benchmarked different particle swarm optimization configurations, contributing to a model benchmarking paper for model commons. Collaborated and communicated plans and necessary data to write benchmarking paper.

Research Assistant

Developed parameter estimation software BioNetGMMFit in C/C++ for rule-based and mechanistic modeling. Utilized parallel programming to improve particle swarm optimization performance up to a factor of 10x. Analyzed mass cytometry datasets, generating parameter estimates through generalized method of moments. Trained a convolutional neural network to analyze an image mass cytometry dataset of breast cancer. Used deep learning library, deepXDE, for parameter estimation of PDE models.

Software Intern

Developed Selective Harmonic Elimination Pulse Width Modulation firmware for lab-grade industrial coolers, improving power efficiency. Programmed microcontrollers' interrupt vectors to set up failsafes in case of power failures. Assisted in pre-prototyping research, devising early plans for prototype design and bills of materials. Tested analog-digital camera sensors, ensuring functionality and quality standards.

Participant

Hometown Ambassadors, The Ohio State University

Presented OSU's engineering program during STEM Outreach activities for high school students. Shared personal experiences in engineering with students and answered specific questions about the program.

Doctorate

University of Illinois Urbana-Champaign

Computer Science and Engineering

Bachelor of Science

The Ohio State University

Computer Science and Engineering

Abstract of Distinction, Abigail Wexner Research Institute Research Retreat

Abigail Wexner Research Institute

Best of Student Startups Finalist, Keenan Center for Entrepreneurship

Keenan Center for Entrepreneurship

Maximus Scholarship

The Ohio State University

Dean's List

The Ohio State University

If LLM Is the Wizard, Then Code Is the Wand: A Survey on How Code Empowers Large Language Models to Serve as Intelligent Agents

In progress

A Reflection on AI Model Selection for Digital Agriculture Image Datasets

37th Association for the Advancement of Artificial Intelligence Conference (AAAI-23)

To appear

BioNetGMMFit: A Parameter Estimation Tool for BioNetGen Using Single-Cell Snapshot Data from Cell Populations Evolving over Time

BioRxiv

Submitted to BMC Bioinformatics

A Case for Dataset Specific Profiling

arXiv

Preprint

Generalized Method of Moments Improves Parameter Estimation in Biochemical Signaling Models of Time-Stamped Single-Cell Snapshot Data

BioRxiv

Under review in PLOS Computational Biology