Research & Projects

Independent AI safety research and production-ready tools built at the intersection of data engineering and machine learning.

Independent Research

Selected Research

My AI safety research investigates emergent behaviors in large language models, with a focus on alignment failures that appear during fine-tuning and constrained output generation.

Building with AI

Engineering Projects

Production-ready tools and applications that apply AI to real-world problems, from research automation to accessibility solutions.

The Guardrail AI safety feed
AI Safety Automation

The Guardrail

Daily AI safety paper feed that filters, categorizes, and summarizes new arXiv research.

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Private Research Librarian CLI
RAG CLI

Private Research Librarian

Local-first research librarian that indexes documents and answers questions with citations.

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Lumina text-to-speech reader
React Gemini TTS

Lumina

Live text-to-speech reader that turns URLs or pasted text into natural-sounding audio.

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A light flux chart from the dataset
Deep Learning PyTorch

Finding Exoplanets

A deep learning project to classify exoplanets from Kepler data.

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Gemini on Alexa
Node.js LLMs

Gemini on Alexa

An Alexa Skill to access Google's Gemini API directly via Echo devices.

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The Aurora Nexus
Python LLMs

AI RPG Game

An open-ended sci-fi RPG built using generative AI via LLM APIs.

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Mega Google Translate
Python Automation

Mega Google Translate

Automated translation of HTML files while maintaining code coherence.

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AI Chatbot
Python Streamlit

AI Chatbot

An AI Chatbot interface that allows users to interact with multiple LLM models.

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Berlin Covid-19 Dashboard
Python pandas

Berlin Covid-19 Dashboard

Dashboard showing charts and information regarding Covid-19 cases in Berlin.

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Holla If Ya Hear Me screenshot
Flask Heroku

Holla if ya hear me

A fun web app generating hot takes on the relative coolness of musicians and bands.

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Thing Finder screenshot
Flask CRUD

Thing Finder

A CRUD application built in Python using the Flask framework.

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California Housing Prices Web Application
Scikit Learn ML

Housing Price Prediction

Web app to predict housing prices using the California Housing Price dataset.

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Neural Network
TensorFlow Keras

Deep Neural Networks

Machine Learning project utilizing TensorFlow to build a deep neural network model.

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Bokeh Visualization
Bokeh pandas

Interactive Map Visualization

Using Bokeh to create an interactive heatmap of avocado prices in the United States.

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Bar Chart Race
Matplotlib Animation

Bar Chart Race

Interactive visualization showing changing values over time with animated transitions.

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More on GitHub

Let's collaborate on what matters

Whether you're interested in AI safety research, enterprise data challenges, or building AI-powered solutions—I'd love to connect.