Revisiting neural readmission models
A replication study of a published neural architecture, and an investigation into what changes when its configuration does.
The portfolio / 13 projects
Research &
projects.
Studies in machine learning, economics, and interface design.
Explore the work by question, method, or kind of contribution.
13 projects
A counterfactual for Chile
An economics honors thesis using synthetic control to investigate the long-run trajectory following Chile’s 1970s reforms.
iOS camera-interface study
A human–computer interaction study moving from observation and survey evidence to prototype comparison and quantitative evaluation.
Machine learning: experiments & evaluation
Four graduate ML projects combining pipeline development, design under compute constraints, and comparative evaluation across supervised learning, optimization, unsupervised learning, and reinforcement learning.
Multi-LLM
An OpenAI-compatible best-of-N proxy for exploring model pools, response selection, and the engineering tradeoffs between them.
Signal Assistant
A self-hosted messaging assistant that handles conversation state, concurrent inference, and the practical constraints of a shared transport.
FoodAI
A pantry and recipe app built to help use food before it expires and make deciding what to eat easier.
Customer retention at GreyNoise
An internship analysis extended into a public predictive-modeling application, with a synthetic dataset for demonstration.
Learning a trading strategy
A from-scratch bagged random-tree learner and market simulator, evaluated against manual and buy-and-hold strategies.
AI governance news tracker
A scheduled collection pipeline and interactive dashboard for exploring AI safety and policy coverage.
Telco churn modeling
An end-to-end classification workflow that pairs interpretable modeling with an interactive demonstration.
IMDb sentiment analysis
A text-classification pipeline using TF-IDF and logistic regression, with a public interface for exploring predictions.
This portfolio
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