Recent Experience

Recent Experience

• Research Assistant @ Stanford University
  Principle Investigator: Dr. Anshul Kundaje, Department of Genetics & Computer Science
• ENCODE Working Group Lead: Leads data analysis and pipeline generation in key working group of 41 participants in ENCODE Consortium4. Robust testing of validation pipeline across multiple celltypes to be used by Consortium.
• Involved in problem formulation and hypothesis testing based on different data input types.
• Frequent Presentations to non-technical audience.
• Data Analytics and Deep Learning: Implemented and interpreted statistical and deep learning models on multi-model biological data inputs.
• Curated and combined datasets for exploration and downstream prediction tasks.Improved ease of use and validation practices of relevant code and packages

Projects

A classification task to recognize simple hand drawn objects

Utilizing deep learning in predicting gene expression

An ML project to improve building accessibility

Phylo - a multiple sequence alignment problem

Applying deep learning to gene expression - a review

Training Generative Adversarial Networks (GANs)

Singapore - what we can learn

What can we learn from plants?

Improving our detection of risk variants to disease

An analytical solution to estimating population divergence

• PyTorch Contributor

Skills & Relevant Courses

• Python, Java, C, BASH Scripting
• Applied Machine Learning
• Computational Biology Research and Applications
• Software Systems
• Algorithms & Data Structures I, II
• Probability, Statistics, Linear Algebra