Research

I started learning machine learning in 2017 and was drawn to research.

Google Scholar
Research2026

Rebuilding the Antibiotic Pipeline with Guided Generative Models

Preprints

Research2023

ICOR: improving codon optimization with recurrent neural networks

BMC Bioinformatics 24 (1), 132

Research2024

Harvard undergraduate survey on generative AI

arXiv preprint arXiv:2406.00833

Research2024

Generative AI in writing research papers: A new type of algorithmic bias and uncertainty in scholarly work

Intelligent Systems Conference, 656-669

Research2022

Deep learning auto-segmentation of cervical skeletal muscle for sarcopenia analysis in patients with head and neck cancer

Frontiers in Oncology 12, 930432

Research2022

Muscle and adipose tissue segmentations at the third cervical vertebral level in patients with head and neck cancer

Nature Scientific Data 9 (1), 1-6

Research2023

Generation Z's Ability to Discriminate Between AI-generated and Human-Authored Text on Discord

arXiv preprint arXiv:2401.04120

Research2022

GlioMod: Spatiotemporal-Aware Glioblastoma Multiforme Tumor Growth Modeling with Deep Encoder-Decoder Networks

medRxiv

Research2022

Cervical Vertebrae Skeletal Muscle Auto Segmentation for Sarcopenia Analysis Using Pre-Therapy CT in Head and Neck Cancer Patients

IJROBP 114 (3), e320

Scroll to explore9 Papers

Technical Projects

Tools, experiments, and open-source contributions.

Technical2026

Shape vs Texture in CNNs

Interactive web app probing how CNNs resolve conflicting shape and texture cues in magical realism images. Compares standard ResNet-50 (~21% shape bias) with SIN ResNet-50 (~81% shape bias) using GradCAM and sliding-window analysis.

Technical2026

iMessage Personalization AI

Personalize your AI assistant by analyzing your iMessage history to understand your personality and preferences.

Technical2024

ChoFormer

Generative model-based codon optimization for Chinese Hamster Ovary (CHO) cells to enhance protein production.

Technical2023

Shanti

An AI and VR-powered therapeutic tool designed to promote calmness, peace, and tranquility through immersive environments.

Technical2021

YouTubeBotV3

An open-source Discord bot for retrieving real-time YouTube statistics and seamless account linking.

Technical2021

Among Us Discord Bot

A custom Discord bot developed to enhance the Among Us gaming experience with utility commands and detailed statistics.

Scroll to explore6 Projects