Technical Projects

Reflective ALFA

Reflective interpreter for a functional language with first-class functions, continuations, and runtime code inspection

Text2ClasSQL

Python PyTorch SQL

Classification-based text-to-SQL system that uses database schema encodings to map natural language questions into SQL queries

Parallelism in Training

2025

Python PyTorch

DDP, FSDP, model & pipeline parallelism implemented from scratch on raw PyTorch collectives

NeurANIL

Meta-learning model in PyTorch to decode neural signals

Colorizer

Python TensorFlow

Grayscale image colorization using a Convolutional Neural Network with a U-Net architecture

Risk Score Research

R package to estimate integer risk score model coefficients using randomized rounding, logistic regression, and cyclical coordinate descent