Projects

Things I've built

Full-stack applications, ML systems, and computational tools.

Sep 2025

Rippling ML Engineer

AI-powered expense approval system with 90% accuracy and $0.10/evaluation cost.

OpenAIDatabricksPythonML Engineering
GitHub

Aug 2025

Brain-Powered Spotify

BCI prototype using Emotiv EEG to control Spotify playback and cursor in real time.

BCIEEGPythonAccessibility
GitHub

Jan–May 2025

ML for Neural Data Classification

Benchmarked SVMs, CNNs, decision trees on neural datasets with PCA and hyperparameter tuning.

SVMCNNPyTorchscikit-learn
GitHub

Jan 2025

Spiking Neural Networks

NEST Simulator implementation of LIF neuron models with synaptic connectivity visualization.

NESTPythonComputational Neuroscience
GitHub

Jun–Nov 2024

Formal Arithmetic Realizations

Formal models of floating-point arithmetic for matrix accelerators using Z3; published at ISC 2024.

Z3Formal MethodsSMTC++
Live DemoGitHub

Jan–Jun 2024

Spatial Transcriptomics

Deep CNN for 3D segmentation of 30GB+ spatial transcriptomics datasets with state-of-the-art performance.

PyTorchDeep LearningBioimage Analysis
GitHub