$ cat about.md
I'm a Biomedical Engineering PhD candidate at Tufts University (Aldridge Lab). I build machine-learning models that optimize tuberculosis treatment — turning messy experimental data into deployable, interpretable predictions.
B.S. Bioengineering, UIUC. Previously: cancer FTIR research.
$ ls research/
tb_regimen_optimization/
Modeling multi-drug interactions to predict optimal combination therapies.
ml_mechanism_of_action/
Deep learning to infer drug mechanism from high-dimensional assays.
compbio_pipelines/
Reproducible, containerized analysis pipelines on SLURM clusters.
$ cat publications.bib
published
published
published
in progress
High-throughput segmentation for Mycobacterium tuberculosis
$ cat skills.json
{"languages": ["Python", "R", "SQL", "MATLAB", "Bash"],"ml": ["scikit-learn", "PyTorch", "XGBoost", "SHAP"],"data": ["pandas", "polars", "NumPy"],"infra": ["Docker", "Linux", "SLURM", "Flask", "Git"],}