Projects

Train your ear. Feel the music. Experience musical pitch through touch where Apple Watch haptics meet ear training.

Tonely is an ongoing research project exploring how haptic feedback might help people develop pitch recognition. It’s part experiment, part tool, and part invitation. We’re building in public.

What if you could feel a perfect fifth? What if your wrist could help train your ear? We’re exploring these questions one pulse at a time through three simple steps: Listen to musical intervals and notes, Feel corresponding haptic patterns on your wrist, and Learn to build pitch recognition through touch and sound. No music theory knowledge required.

Track the cheapest Lollapalooza tickets in real-time. StubScan continuously scrapes major ticket marketplaces like Ticketmaster, comparing all available listings so you don’t have to.

Key features include real-time price tracking, historical price graphs to understand market trends, and custom price alerts that notify you when tickets hit your target price. StubScan helps you spot deals quickly with quantity, price, section, and timing data in one glance.

Terracotta is a platform for fine-tuning and evaluating large language models. With Terracotta, we make iterating on the LLM workflow quick and easy. Here are a few features that we have:

• Training: Users can upload a dataset and fine-tune different LLMs provided by OpenAI within minutes using our training dashboard.
• Qualitative evaluation: A playground for qualitatively comparing base models vs. fine-tuned models from OpenAI and Cohere.
• Quantitative evaluation: An evaluation tool that lets you run inference on a dataset with any model with a few clicks, and compare several models across different NLP metrics of your choice. We calculate relevant metrics depending on what kind of task you want to do.

Lifta is a free iOS app to track your lifting progress over time and display analytics about it. With Lifta, you can:

• Record workouts when you go to the gym
• See your past workouts
• See graphs of specific workouts and sets/reps over time
• Track total volume over time
• Edit previous workouts
• Share workouts with the larger community

H-2A Vision is a free tool for easily finding information about H-2A violations. This website can be used by people looking for H-2A work who want to search potential employers. This website can also be used by people researching H-2A. The data is from the US Department of Labor Wage and Hour Division.