MIDS Capstone Projects: Fall 2022

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The purpose of this solution is to support early diagnosis of ADHD and complement current ADHD diagnosis methods by offering an additional ADHD screening tool...
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An examination of deforestation-linked fires in the Brazilian state of Pará. Using satellite fire detections and supplementary governmental data we aim to...
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Our team is proposing to research some of the latest open-source speech-to-speech technologies in order to provide a level of transparency about the state of...
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AniML frees up biologists' time so they can focus where it counts - applying their unique skills to solve pressing global challenges, such as climate change,...
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How do we identify fishing vessels that broadcast AIS data intermittently and participate in illegal/anomalous behavior?
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An app to help low income New Yorkers find affordable groceries nearby.
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Bikeshare Wizard is a web app that predicts bike share availability in the Boston area in order to improve user experience.
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CAiFE's mission is to empower every SMB regardless of technical capability to complete on customer experience.
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How does vegetated land impact Net Zero Carbon goals for cities & companies? CALCUlator uses Google Earth Engine data and Random Forest regression to help.
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With your photo, dermcheck.ai can classify up to 5 categories of skin conditions - from the most malignant skin cancers to the most common skin diseases  
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Restaurant recommendations for all diet types
Green Thumb AI
Green Thumb AI is a website and mobile app that can suggest what to plant in a hobby garden based on the number of sun hours, zone, time of year, the direction...
Line art of a polluting factory is superimposed over the shape of the state of California. Above these images, a play on the word Healthcare is deliberately misspelled, with a capital C and capital A for California, then a lowercase i and r spell Air.
How does air pollution affect pediatric health? We use instrumental variables regression to quantify the impact of PM2.5 pollution exposure on pediatric...
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Can we decrease energy costs for the consumer by developing and optimizing their home energy management?
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What is the housing market going to look like in the county you live in or want to purchase a home? Our group takes county level metrics to make predictions on...
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"NeckFrac", a deep learning model trained on over 2000 patients Cervical Spine CT scans, aimed to quickly detect and determine the location of vertebral...
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A football play call sheet generated from a machine learning algorithm to help save NFL teams time in their preparation.
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Designed for the UC Berkeley MIDS Capstone course, PowerPricePH is a tool that uses machine learning models to forecast electricity spot prices. 
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How do retailers plan how much inventory to purchase? Our capstone uses state-of-the-art models to forecast demand for Walmart, Inc., the largest retailer in...
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Our Terrestrial Oil Spill Monitoring Project is focused on using Google Earth Satellite Imagery to monitor terrestrial oil spills affecting local ecosystems,...
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With the rise of social media and the ability for anyone to make stock trades via their smartphone, the job of a financial regulator has never been more...
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TitleAI aims to improve the overall Reddit experience through automated, optimized title generation.
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"Don't Trip Over Your Trip" strives to deliver more personalized recommendations to travelers looking for restaurants, attractions, and other amenities as they...