Streamlining Learning and Leveraging AI to Create the Ultimate Learning Kit
Streamlining Learning and Leveraging AI to Create the Ultimate Learning Kit
Background
Background
In an ever-evolving world where knowledge is the currency of progress, the pursuit of learning stands as a timeless journey. In this era of digital education, where innovative technology redefines what's possible, this is the tale of how I led the design of Shepherd which fuses AI and human interaction to empower your educational journey using comprehensive toolkits.
In an ever-evolving world where knowledge is the currency of progress, the pursuit of learning stands as a timeless journey. In this era of digital education, where innovative technology redefines what's possible, this is the tale of how I led the design of Shepherd which fuses AI and human interaction to empower your educational journey using comprehensive toolkits.
My role
My role
I took on this project as the solo product designer, I was part of a team that comprised web & mobile developers, engineers, Machine language experts, product managers, and other stakeholders.
I took on this project as the solo product designer, I was part of a team that comprised web & mobile developers, engineers, Machine language experts, product managers, and other stakeholders.
Platform
Web App, IOS & Android
My role
I led the redesign of this feature, playing a crucial role in establishing design guidelines. My responsibilities spanned the entire visual direction of the project. I engaged with users to grasp their concerns, and I ensured that all departments, from the front desk to the kitchen to the riders handling user orders, were well-informed about the impact of this redesign.
Introduction
Shepherd seeks to empower everyone (Yes, everyone😊) in their learning journey, whether it's mastering a new language, improving proficiency in a challenging subject, acing an exam, retaining information, engaging in meaningful discussions concerning a subject matter with like-minded persons, or finding expert guidance. These were the objectives we set out to accomplish with Shepherd and more.
Shepherd seeks to empower everyone (Yes, everyone😊) in their learning journey, whether it's mastering a new language, improving proficiency in a challenging subject, acing an exam, retaining information, engaging in meaningful discussions concerning a subject matter with like-minded persons, or finding expert guidance. These were the objectives we set out to accomplish with Shepherd and more.
Next Step
With a wide range of users in mind, we needed to understand how people currently approached learning, what methods worked, tools they currently use and how these aid their learning. These will go on to inform many of the features built into shepherd and enhancement of existing methods familiar amongst target users to create a comprehensive experience. We made some interesting findings from polls conducted amongst users.
With a wide range of users in mind, we needed to understand how people currently approached learning, what methods worked, tools they currently use and how these aid their learning. These will go on to inform many of the features built into shepherd and enhancement of existing methods familiar amongst target users to create a comprehensive experience. We made some interesting findings from polls conducted amongst users.
From the initial polls, we gained valuable insights that served as a starting point for delving deeper through one-on-one interviews. These interviews allowed us to explore the motivations, techniques, and preferences driving various age groups' learning practices. Here are some of the key findings we uncovered:
Learning Knows no Age: Initially we focused on specialized tools for young adults, we realized the importance of a unified learning experience for all ages. Recognizing diverse motivations, we tailored the experience to meet unique needs.
Learning Knows no Age: Initially we focused on specialized tools for young adults, we realized the importance of a unified learning experience for all ages. Recognizing diverse motivations, we tailored the experience to meet unique needs.
Progress Tracking: Encouragement to continue learning often comes from witnessing one's progress. We aimed to offer a means for individuals to easily monitor and measure their advancements, fostering motivation to persist in learning and guiding them in areas that require improvement.
Progress Tracking: Encouragement to continue learning often comes from witnessing one's progress. We aimed to offer a means for individuals to easily monitor and measure their advancements, fostering motivation to persist in learning and guiding them in areas that require improvement.
Control Matters: Although many users rely on technology for learning, we observed a considerable group preferring traditional methods. Their choice is rooted in a sense of distrust and a feeling of losing control, as they shared that using technology often made them feel like their learning process was taken over.
Control Matters: Although many users rely on technology for learning, we observed a considerable group preferring traditional methods. Their choice is rooted in a sense of distrust and a feeling of losing control, as they shared that using technology often made them feel like their learning process was taken over.
Diverse Learning Strategies: People embraced various techniques for better information retention, such as flashcards and mnemonics. We delved into their effectiveness, uncovering challenges with manual use, fueling our quest for enhancement.
Diverse Learning Strategies: People embraced various techniques for better information retention, such as flashcards and mnemonics. We delved into their effectiveness, uncovering challenges with manual use, fueling our quest for enhancement.
Human Interaction is key: Our findings revealed that although a substantial number of individuals favor solitary study, they equally cherish the chance to collaborate and share their learning experiences with like-minded peers, whether through study groups or other avenues.
Human Interaction is key: Our findings revealed that although a substantial number of individuals favor solitary study, they equally cherish the chance to collaborate and share their learning experiences with like-minded peers, whether through study groups or other avenues.
Armed with extensive data and insights gleaned from polls and interviews, it was time to chart the most effective path for Shepherd to guide its herd.
Ideation
Subsequently, we began exploring ways to best shape the experience. Our primary goal was to establish Shepherd as the ultimate learning platform, offering access to a comprehensive toolkit for every facet of your learning journey, regardless of your learning motivation. Ensuring a seamless experience was paramount in our approach.
Subsequently, we began exploring ways to best shape the experience. Our primary goal was to establish Shepherd as the ultimate learning platform, offering access to a comprehensive toolkit for every facet of your learning journey, regardless of your learning motivation. Ensuring a seamless experience was paramount in our approach.
The Shepherd Experience
With well-defined goals and a keen understanding of our users' diverse needs, I embarked on the journey to craft an experience tailored to their unique learning objectives. My initial task was to determine the optimal approach for providing users with AI-driven toolkits aligned with their individual learning motivations.
With well-defined goals and a keen understanding of our users' diverse needs, I embarked on the journey to craft an experience tailored to their unique learning objectives. My initial task was to determine the optimal approach for providing users with AI-driven toolkits aligned with their individual learning motivations.
Segmented Learning
Having gained insight into the various motivations that drive learning, I designed a user-centric experience that offered clearly segmented learning choices. Each segment was meticulously crafted to align with specific learning goals, providing users with a curated set of tools to effectively achieve their desired learning objectives.
Having gained insight into the various motivations that drive learning, I designed a user-centric experience that offered clearly segmented learning choices. Each segment was meticulously crafted to align with specific learning goals, providing users with a curated set of tools to effectively achieve their desired learning objectives.
Tools ranging from quizzes, flashcards, generating insights and summaries from personal notes, mnemonic aids, AI-powered chat, document chat, and customized study plans, were made available to assist users in achieving their learning goals. With some of these tools overlapping in many of the segments as we identified their efficiency in multiple learning use cases.
User control was our top priority, as we provided the option for both manual creation of learning materials by users and automated generation. Even with automated options, we ensured users retained sufficient control, allowing them to edit and override assets generated by Shepherd as needed.
Tools ranging from quizzes, flashcards, generating insights and summaries from personal notes, mnemonic aids, AI-powered chat, document chat, and customized study plans, were made available to assist users in achieving their learning goals. With some of these tools overlapping in many of the segments as we identified their efficiency in multiple learning use cases.
User control was our top priority, as we provided the option for both manual creation of learning materials by users and automated generation. Even with automated options, we ensured users retained sufficient control, allowing them to edit and override assets generated by Shepherd as needed.
The Flashcard Experience
Recognizing the primary goal of flashcards in aiding learners to enhance information retention, and considering their popularity among our interviewed subjects, I aspired to replicate the real-world flashcard experience as closely as possible (This informed the flip interaction). Furthermore, I delved into a specific learning technique often linked with flashcards; spaced repetition. Spaced repetition involves optimizing learning by presenting information at increasing intervals over time to enhance long-term retention. All of these would go on to shape the design of Shepherd's flashcards. Lets dive a little into the flashcard experience.
Recognizing the primary goal of flashcards in aiding learners to enhance information retention, and considering their popularity among our interviewed subjects, I aspired to replicate the real-world flashcard experience as closely as possible (This informed the flip interaction). Furthermore, I delved into a specific learning technique often linked with flashcards; spaced repetition. Spaced repetition involves optimizing learning by presenting information at increasing intervals over time to enhance long-term retention. All of these would go on to shape the design of Shepherd's flashcards. Lets dive a little into the flashcard experience.
Generating Flashcards
To cater to users' diverse learning needs, we offered multiple options for flashcard creation. These included personal note uploads or topic-specific flashcard decks generated by Shepherd, and a manual approach enabling users to create their own flashcard decks with custom questions and answers. To address diverse learning needs, we collected user input to discern their specific learning objectives for the generated flashcards whether long term retention or just a quick study session.
This information guided our use of spaced repetition for long-term retention goals, allowing us to provide users with insight as to their performance within specific timeline (the timeline on the cards) towards their goal of long term retention.
To cater to users' diverse learning needs, we offered multiple options for flashcard creation. These included personal note uploads or topic-specific flashcard decks generated by Shepherd, and a manual approach enabling users to create their own flashcard decks with custom questions and answers. To address diverse learning needs, we collected user input to discern their specific learning objectives for the generated flashcards whether long term retention or just a quick study session.
This information guided our use of spaced repetition for long-term retention goals, allowing us to provide users with insight as to their performance within specific timeline (the timeline on the cards) towards their goal of long term retention.
Study Roadmap
To address the learning motivations of young adults, especially with their academics, we introduced the study roadmap—a structured plan designed for an extended period, typically a semester. Users simply input their grade levels, courses, and respective test dates. Shepherd then generates a syllabus and a detailed study plan, accompanied by various toolkits to support their learning journey. I incorporated study sessions through either flashcards or quizzes, allowing users to choose their preferred format. Users received prompts to engage in these sessions upon marking a subtopic as completed or when designating an entire topic as done in addition to studying at various intervals as set by users.
This system allows users to monitor their progress per course, identify areas requiring more practice, and access the necessary assistance all on shepherd. This includes finding expert guidance from tutors and receiving recommendations for further study resources.
To address the learning motivations of young adults, especially with their academics, we introduced the study roadmap—a structured plan designed for an extended period, typically a semester. Users simply input their grade levels, courses, and respective test dates. Shepherd then generates a syllabus and a detailed study plan, accompanied by various toolkits to support their learning journey. I incorporated study sessions through either flashcards or quizzes, allowing users to choose their preferred format. Users received prompts to engage in these sessions upon marking a subtopic as completed or when designating an entire topic as done in addition to studying at various intervals as set by users.
This system allows users to monitor their progress per course, identify areas requiring more practice, and access the necessary assistance all on shepherd. This includes finding expert guidance from tutors and receiving recommendations for further study resources.
Fostering Collaboration
Subsequently, our focus shifted towards cultivating a dynamic environment for the exchange of ideas among learners and like-minded individuals, aiming to stimulate collaboration. To achieve this, we delved into various options, ultimately leading to the introduction of "Barns" and study groups.
Subsequently, our focus shifted towards cultivating a dynamic environment for the exchange of ideas among learners and like-minded individuals, aiming to stimulate collaboration. To achieve this, we delved into various options, ultimately leading to the introduction of "Barns" and study groups.
The Barn
The barn serves as a community for learners with the aim of fostering exchange of ideas and collective learning. It provides a platform for seamlessly sharing learning materials, including Shepherd-created flashcards and quizzes, among individuals who share common interests. Additionally, we envisioned the barn as a means of enhancing user engagement.
The barn serves as a community for learners with the aim of fostering exchange of ideas and collective learning. It provides a platform for seamlessly sharing learning materials, including Shepherd-created flashcards and quizzes, among individuals who share common interests. Additionally, we envisioned the barn as a means of enhancing user engagement.
The barn was divided into the Shepherd barn (General barn), subject specific barn & school Barns.
The barn was divided into the Shepherd barn (General barn), subject specific barn & school Barns.
The Shepherd Barn functions as a central community for all users, providing an easily accessible platform for them to discover posts from specific subject barns and, ultimately, participate in various subject-specific communities based on their interests.
The Shepherd Barn functions as a central community for all users, providing an easily accessible platform for them to discover posts from specific subject barns and, ultimately, participate in various subject-specific communities based on their interests.
The school barns, on the other hand, creates a community exclusively for students within the same schools. To maintain the privacy and exclusivity of access to school barns, users are mandated to authenticate their identity by providing their student email. This secured environment helps to facilitate seamless interaction among students, encouraging them to pose course-related questions, engage in discussions amongst other benefits.
The school barns, on the other hand, creates a community exclusively for students within the same schools. To maintain the privacy and exclusivity of access to school barns, users are mandated to authenticate their identity by providing their student email. This secured environment helps to facilitate seamless interaction among students, encouraging them to pose course-related questions, engage in discussions amongst other benefits.
Measuring Success & Impact
Since its launch in January 2024, Shepherd has been admitted into the prestigious Y Combinator, attracted attention from industry leaders including a feature from TechCrunch (Read here), and continues to grow its user base!
Since its launch in January 2024, Shepherd has been admitted into the prestigious Y Combinator, attracted attention from industry leaders including a feature from TechCrunch (Read here), and continues to grow its user base!
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