I am interested in building machine learning systems that can write complex computer software and use computer in a general sense. Assuming computers are the most powerful tool we have, I think machine learning systems that can write programs will allow us to explore computational universe at scale.

Most recently, I was responsible for shipping Ghostwriter at Replit. Before Replit, I was an undergraduate researcher at UNC NLP Lab working on code generation and code search. Recently graduated.

Projects/Work I've done

• Ghostwriter: Replit's in-browser coding assistant.
• Codeon: A code generation language model, augmented with code retrieval.

Some fun classes I've taken

Program Synthesis and Verification, Machine Learning, Deep Learning (Graduate Level), Advanced NLP: Structured Prediction (Graduate Level), Advanced NLP: Commonsense Reasoning (Graduate Level), Programming Language Concepts, Advanced Calculus, Introduction to Probability, Linear Algebra, Micro/Macro Economics.

Ideas I am Exploring

• In-context learning and learning from few examples
• Building machine learning models like open-source software.

Apart from computer science, I also love physics.