Fine-tuned transformer-based language models including BERT, SciBERT, BioBERT, and PubMedBERT to classify PubMed abstracts into mechanistic categories such as adhesion, wrapping, penetration, and endocytosis.
Text Classification using LSTM and Logistic Regression.
Course project involving mechanical characterization and viscoelastic modeling of biological or soft materials using spring-dashpot models, creep, stress relaxation, and data fitting.
A fire fighting robot that detects a flame, moves toward the source, and sprays water using a sensor-driven mobile platform.
Collection of undergraduate SolidWorks design exercises, including mechanical components and assembly modeling.
Undergraduate robotics workshop project that traces and follows a marked path, with team build photos, newspaper feature, and demo video.