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)