Curriculum Vitae
Education
- M.S. in Data Science, CUNY Graduate Center, 2022
- B.S. in Applied Mathematics & Statistics, Philosophy, Stony Brook University, 2019
Work Experience
Data Scientist
Shen Lab & Kenny Lab, Department of Neuroscience
Icahn School of Medicine at Mount Sinai
June 2022 – Present
Machine learning and AI for medical imaging, omics data analysis, electrophysiology, genomics, and automation of behavioral experiments. Foundation models for genomic DNA sequences.
Graduate Research Assistant
Distributed Artificial Intelligence Laboratory
CUNY Graduate Center & Hunter College
August 2020 – June 2022
Clinical informatics, statistical machine learning, reinforcement learning, and clinical decision-support AI systems. Supervised by Dr. Anita Raja, Ph.D.
Research Data Scientist Intern
Digital Health / Clinical Insights Team
Janssen Pharmaceutical Companies of Johnson & Johnson
Summer 2021
Built a pipeline for identification of digital biomarkers of sleep and activity in immunological-disordered UK Biobank participants using wearable sensor data.
Skills
Languages & Frameworks
Python, NumPy, Pandas, Scikit-Learn, TensorFlow/Keras, PyTorch, PyTorch-Geometric
Visualization
Matplotlib, Plotly, Seaborn
Image Processing
OpenCV, Scikit-Image
Scientific Computing
SciPy, JAX, CuPy
Other Technologies
Git, Docker, SQL, Cloud Computing (AWS, GCP)