MIDS Capstone Projects: Spring 2023

32iQ Logo
A computer vision + analytics platform bringing intelligence to dental diagnosis
Increase BART ridership through accurate ridership predictions for riders and administrators
Carbon Chaser Logo
This research utilized temporal fusion transformer (TFT) to improve the upscale forecast of carbon sequestration via vegetation.
CarbonTrack is a user-friendly data platform to analyze GPP data globally, aiding researchers and policy makers in measuring and analyzing environmental CO2...
Through vision transformers and cell painting images, we aim to accelerate highly challenging therapeutic target discovery in novel drug discovery.
Want to know the best time to charge your electric vehicle so that you are actually using clean energy and not just burning more gas? Use CleanCAst to...
curie.AI logo
curie.AI is a platform for liver ultrasounds. We help medical sonographers detect liver diseases.
Democratizing US Healthcare: Price Transparency
How much variance in healthcare pricing is explainable through social and macro-economic factors? We use quantile regression to uncover the price of healthcare...
Egaleco is focused on fairness evaluations affecting machine learning models in the healthcare sector.
A story of a small energy gas company to an energy giant & a wall street darling to a bankruptcy
Providing both visual and calculated running route safety information to arm runners with the knowledge necessary to remain safe while running outside.
To mitigate the biases in machine learning models, we created a model that generates synthetic training data. Our approach advances the state-of-the-art...
Fake News Bears - Teaser Image
Fake News Bears is focused on educating social media users about their impact on the spread of disinformation on Twitter through an...
FightChanceAI is a platform powered by AI that assists healthcare providers understand their patients’ medical history and recommend promising...
Our project aims to develop a comprehensive financial reporting solution using NLP algorithms to generate concise summaries of 10-K reports for institutional...
Our capstone project examines the relationship between PM2.5 and the incidence of youth mental health diagnoses from 2000 to 2016 in California.
Current flood risk market lacks concise and explainable information. We have developed a tool FloodRAT (Flood Risk Assessment Tool) to provide actionable...
The birth weight of an infant may come as a surprise at the end of a pregnancy. The birth weight is an important factor in the health of the mother and the...
Hate Crime Risk Index
A hate crime is a crime motivated by bias against race, color, religion, national origin, sexual orientation, gender, gender identity or disability. Experts...
Introducing your Reinforcement Learning assistant for optimized electricity costs, effortless energy management and a greener planet.
In our project, we use state of the art methods in Natural Language Processing to help solve a problem that plagues hospitals today. 
Our tool facilitates open source investigations by allowing investigators to verify the accuracy of images used in their investigations.
Perc Logo
PERC: Travel Planning made easy, just like choosing your next binge worthy show.
PlantDx is a tool that uses artificial intelligence and computer vision to diagnose plant health.
Climate physical risk is becoming a more prevalent force in our lives and has meaningful implications in finance that may not be fully appreciated by investors...
Venture capitalists face challenges in evaluating startup success among thousands of options. Our tool offers an objective and efficient solution.
Currently, the most digestible form of the USFS FIA data and insights. This is an interactive dashboard that looks into California’s tree mortality and the...
Using machine learning to predict real-time electricity demand for New York City based on current solar and weather conditions
We generate emerging attack paths within systems to enable faster and cheaper threat discovery that security teams can take action on today.
Our product that aims to provide buyers and sellers with competitive pricing information and improve shopping experiences within secondhand marketplaces such...
SensAI is a yoga classification application. The team collaborated with a start-up, YogiFi, which manufactures smart yoga mats, to improve upon the yoga pose...
NLP models that generate summaries and answer questions regarding privacy policies and terms of services, in an easy to use chrome extension
Revolutionize the way you capture memorable moments in non-professional sports and social events.
MLDBrew - Financial Transactional Data Analysis
NLP based question answering tool which makes developer's life easy. Flexible to plugin to any companies own documentations. More emphasis on accuracy rather...
Space Dashboard
What's in space? Who sent it there? A constantly-refreshing resource to better understand the current and future stat of the space industry.