B.A. Computer Science (Concentration in AI), Minor in Philosophy
GPA: 3.89/4.0
Activities: Women in Computing, DJ @ WNUR 89.3 Rock Show, CTF Cybersecurity Team
National Science Foundation (NSF) Research Grantee (2022, 2023)
National Center for Women & Information Technology (NCWIT) Aspirations in Computing Winner (2021)
National Merit Commended Scholar (2020)
Machine Learning 4 ALL (ML4ALL) Conference Speaker (2019)
SAT: 1550/1600
- Leading production launch of the WorkDocs Progressive Web App I built during my internship, serving 900k+ users
- Security Guardian: conducting threat modeling & comprehensive security reviews
- Spearheading Bedrock integration with ticket queue for autonomous CLI execution/customer query handling
- Drove an 85% reduction in our ticket queue, bringing it to an all-time low
National Science Foundation (NSF) REU Grantee
- Investigated cryptocurrency and dark web infrastructure in fentanyl drug trafficking
- Built Python web scrapers to extract data from dark web marketplaces for fentanyl trafficking research
- Applied Natural Language Processing techniques using spaCy to develop database of drug trafficking organizations
- Published research on encryption methods used by overseas drug trafficking organizations
- Led curriculum development for computational linguistics hackathon with chapters nationwide
- Created comprehensive Natural Language Processing workshops and educational content
- Mentored participants in Kaggle competitions and NLP projects
- Analyzed and pre-processed Alzheimer's Disease RNA-sequenced data in R using Pandas and NumPy
- Generated violin plots using Matplotlib to identify differentially expressed genes as disease biomarkers
- Collaborated with Dr. Marina Sirota and Dr. Chioma Belonwu on ML-driven biomarker discovery
- Published abstract in American Medical Informatics Association (AMIA) Journal
- Improved image pre-processing models on MRI prostate cancer scans using SimpleITK, TensorFlow and Keras in Python
- Applied and developed novel Machine Learning approaches to MRI histopathology images under Dr. Mirabela Rusu
- Enhanced model accuracy for cancer detection through advanced preprocessing techniques
- Published abstract in Biomedical Engineering Society (BMES) Annual Journal
A spy-themed, privacy-preserving Wordle cipher game inspired by AWS Clean Rooms. Two agents collaborate and compete while only sharing aggregate analytics—never raw guesses.
Cinematic dream journal that transforms written dreams into surreal short films using AWS Bedrock (Claude + Luma Ray 2).
Autonomous quadcopter training using deep reinforcement learning with DDPG and reward shaping.
Deep learning model to identify canine breeds from images with 85%+ accuracy using transfer learning from ResNet-50.
Full-stack app that analyzes Spotify listening data to "sort" users into Hogwarts houses based on music characteristics.
Recurrent neural network trained on 27 seasons of Simpsons scripts to generate new scenes using LSTM cells.
Deep convolutional GAN for generating realistic face images through adversarial training on CelebA dataset.
Computer vision system analyzing zebrafish behavior patterns to identify neuroactive compounds for drug discovery.
Neural network built from scratch using NumPy with custom backpropagation and gradient descent for time-series predictions.
