Shipped
A decoder-only transformer language model implemented from first principles — no high-level model libraries.
PythonPyTorchNumPy
03 — Selected Work
A filterable selection of AI/ML models, full-stack products, and system architecture work.
A decoder-only transformer language model implemented from first principles — no high-level model libraries.
2024 – Present
The full-stack product powering my startup — from data model to deployment.
A horizontally-scalable inference service with batching, caching, and graceful degradation.
Convolutional neural network for image classification, with a custom training and augmentation pipeline.
A responsive full-stack dashboard with server-side rendering and live charts.
A decoupled, message-queue-based backend designed for resilience and independent scaling.