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iSchool Capstone

2024

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Vedette: Streamlining Bug Report Deduplication For Google's Android Security

Duplicate bug reports are time-consuming for Google’s Android Cybersecurity Analysts and external Bug Reporters. 90% of submitted bug reports are unactionable, with many being duplicates. Enter Vedette, an AI-driven addition to Google’s existing Vulnerability Rewards Program Platform. Vedette grants Bug Reporters insight into the similarity of their proposed report to ones submitted by other reporters in the past, offering curated report comparisons that examine key threat attributes. By providing real-time deduplication assistance, Vedette helps Bug Reporters make informed reporting decisions, saving themselves and Google Security Analysts time and energy to focus on investigating novel security threats.
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Verse Taxonomy & Snippet Repository Design

Verse is a new programming language developed by Epic Games and is used by creators in UEFN for custom Island creation. The Epic Developer Community website currently does not have a Verse taxonomy, making Verse-related document retrieval and code searching on their snippet repository difficult. This project looks to generate Verse taxonomy terms to enhance searchability, ensuring relevance and quicker information retrieval, and a repository redesign to improve code posting and findability, thereby enhancing user experience and engagement through content organization. These improvements benefit Epic by optimizing usability, increasing engagement metrics, and reducing indirect costs associated with software development.
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Waza: Home-cooked Food Delivery

In India, young professionals often leave home in pursuit of their dreams. Cooking can feel like a chore after a long day of work, however, and no restaurant can replicate mom’s home-made flavors. Through our project, we created a digital platform that acts as a two-sided marketplace connecting home chefs to hungry customers. By integrating feedback from users on both sides, we created a prototype designed carefully for providing the best user experience to everyone involved. For customers, we provide a convenient mealtime option. For chefs, we provide a means for making a living. For everyone, we created a community.
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What You Got Left? A recipe generation and ingredient tracking website to help minimize food waste.

In the US, young adults ages 18 to 24, waste more food than any other age group (Nikolaus et al., 2018); this stems from many factors including lack of time or ideas for cooking due to busy academic, work, and social schedules. What You Got Left? is an interactive website aimed to tackle food waste at an individual level. Users can input and share ingredients, track expiration dates, and generate diverse recipes. Through our recipe inventory and generation features, we hope to bring awareness to the ingredients we have at our disposal to eat healthier, reduce waste, and live sustainably.

2023

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Humanalysts

The Humanalyst platform gives individuals access to the latest data and insights from organizational science, empowering them to thrive in a safe, supportive, and nurturing workplace. After recognizing the market's lack of free resources for individuals to evaluate work well-being, Humanalyst provides an easy-to-use psychometric evaluation to help workplaces and employees assess job satisfaction and well-being. Eventually, Humanalyst aims to democratize access to employee experience tools and data in order to make work work for everyone.
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Bawbab DAI MVP

In Kenya, the lack of formal addresses hinders package delivery. Our solution utilizes remote sensing images and mapping platforms to create a robust digital addressing system. We developed a prototype using GIS technologies, efficient design, and intuitive UX. Through UX research and development, we created an MVP that streamlines last-mile delivery and enhances user satisfaction. This benefits e-commerce, logistics, and end-users with a digital address. Accurate addresses improve emergency response and the delivery of essential services like healthcare and education. Our solution tackles this challenge, providing efficient delivery and improved accessibility in Kenya's address system.
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BeanKeeper

It is common that when couples become parents for the first time, their relationship experiences more strain and stress as they navigate new challenges. Our project is centered around growing stronger bonds within young families by improving communication between partners, bringing into the spotlight memorable experiences and helping to manage the hectic lives of parents. Our solution creates a fun experience for couples to share and record memories so that their relationship continues to grow with their child.
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Chīmu: Fostering Academic Teams for Success

Chīmu fosters positive experiences for team collaboration in an academic setting by focusing on three core concepts that make a great team: communication, accountability, and reflection. Our platform incorporates these concepts into three key features: icebreakers, team agreements, and team check-ins. We understand that teamwork is a continuous process that requires feedback from beginning to end, and our goal is to create a positive first impression. Through peer accountability, open communication, and feedback we aim to reduce negative team experiences. Our platform emphasizes the importance of the team agreement to establish clear expectations and encourage trust among team members.
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Digital Addressing in Kenya: A DAI MVP

This case study focuses on non-standardized addresses in Kenya and their negative impact on delivery infrastructure. Through extensive research and stakeholder engagement workshops, our team developed a digital addressing minimal viable product. We utilized a user-centered design and design thinking approach to product development ensuring desirability, feasibility, and viability. The MVP includes features allowing users to provide delivery instructions for better driver context. This solution enhances customer experience by providing accurate doorstep deliveries, and improved location identification and communication. Once completely implemented, this Bawbab can enable doorstep delivery for 38M Kenyan residents.
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dService: Empowering Your Data Science Journey

dService provides international students with detailed information and personalized insights on over 50 US-based data science master's programs. The "by students for students" project simplifies the process of selecting a graduate program and provides helpful information to international students. dService is a one-stop shop for all their needs, providing accurate and up-to-date information that empowers students to make informed decisions that align with their academic and career goals.