Shubham Singal

Doubtnut leverages technology to make education accessible for all. We have created an App using which students can ask study questions in Math by clicking the picture of the problem or concept. Subject matter experts then create a Khan Academy style video to answer each doubt. Why video, because in our experience as teacher/educator we have seen students not being able to understand text solutions. In fact around 30% of the questions asked on doubtnut so far are actually solved examples from textbooks. The reason for this could be twofold: i. Text solutions are usually the most optimal solution, which might not be the most intuitive one ii. Also, the solutions are optimized for printing hence not all logic and thoughts behind the problem solving are written. With video solution we try not only to find the answer but also make students aware of the problem solving approach employed by the expert. This will lead to deeper understanding of the concept. As of today the low teacher to student ratio and unavailability of good teachers are the biggest hurdles to effective doubt resolution. Doubtnut solves for it by reusing content that has already been created to resolve the doubts, because more students find the same question tough. Hence, a huge number of doubts can be resolved with limited number of teachers. Also the time required to create a video of ‘n’ minutes is ‘n+2’ minutes, which means the marginal cost is minimal, and will reduce to zero over time as we will have videos for most types of questions. Currently, we are working on developing technology to automate answering of questions asked previously using image recognition and Natural Language Processing.

Republic Europe is Europe’s leading private investing platform that enables individuals to invest in startups, growth companies, and, if eligible, leading funds, as well as supports ambitious entrepreneurs in all sectors to raise capital from their communities, angels and institutional investors. Republic Europe is the European operation of Republic - an ecosystem of Web3-optimised financial services built upon compliant investment infrastructure to support micro-transactions on a global scale. To learn more please visit: https://europe.republic.com/ Seedrs Ltd (t/a Republic Europe) is authorised and regulated by the Financial Conduct Authority (FCA). Seedrs Europe Limited (t/a Republic Europe) is regulated by the Central Bank of Ireland (CBI). Investing involves significant risks and you should not invest unless you are prepared to lose all the money you invest.

Morgan Stanley is a leading global financial services firm providing investment banking, securities, wealth management and investment management services. With a 90-year history, Morgan Stanley today operates in 42 countries serving corporations, governments, institutions, families and individuals. Morgan Stanley is a talent business that demands ongoing investment in our people. Key drivers of our success have been the breadth and tenure of our talent, as well as a unique culture and a set of values that guide our employees. We view Morgan Stanley’s talent and culture as a key competitive advantage enabling the Firm to achieve its potential and drive future success. As an integrated firm with scaled capabilities, we partner with clients at every stage of their financial journey. Our ability to do so is grounded in four pillars that define Morgan Stanley: a clear and consistent strategy to help clients raise, manage and allocate capital; a culture grounded in rigor, humility and partnership; financial strength through capital, earnings power and durability; and growth driven by smart, strategic investment globally. These pillars enable Morgan Stanley to provide trusted advice, operate with resilience across market cycles and deliver long-term value to our clients and shareholders. Social Media Disclosures: mgstn.ly/SocialDisclosure

Doubtnut leverages technology to make education accessible for all. We have created an App using which students can ask study questions in Math by clicking the picture of the problem or concept. Subject matter experts then create a Khan Academy style video to answer each doubt. Why video, because in our experience as teacher/educator we have seen students not being able to understand text solutions. In fact around 30% of the questions asked on doubtnut so far are actually solved examples from textbooks. The reason for this could be twofold: i. Text solutions are usually the most optimal solution, which might not be the most intuitive one ii. Also, the solutions are optimized for printing hence not all logic and thoughts behind the problem solving are written. With video solution we try not only to find the answer but also make students aware of the problem solving approach employed by the expert. This will lead to deeper understanding of the concept. As of today the low teacher to student ratio and unavailability of good teachers are the biggest hurdles to effective doubt resolution. Doubtnut solves for it by reusing content that has already been created to resolve the doubts, because more students find the same question tough. Hence, a huge number of doubts can be resolved with limited number of teachers. Also the time required to create a video of ‘n’ minutes is ‘n+2’ minutes, which means the marginal cost is minimal, and will reduce to zero over time as we will have videos for most types of questions. Currently, we are working on developing technology to automate answering of questions asked previously using image recognition and Natural Language Processing.

Republic Europe is Europe’s leading private investing platform that enables individuals to invest in startups, growth companies, and, if eligible, leading funds, as well as supports ambitious entrepreneurs in all sectors to raise capital from their communities, angels and institutional investors. Republic Europe is the European operation of Republic - an ecosystem of Web3-optimised financial services built upon compliant investment infrastructure to support micro-transactions on a global scale. To learn more please visit: https://europe.republic.com/ Seedrs Ltd (t/a Republic Europe) is authorised and regulated by the Financial Conduct Authority (FCA). Seedrs Europe Limited (t/a Republic Europe) is regulated by the Central Bank of Ireland (CBI). Investing involves significant risks and you should not invest unless you are prepared to lose all the money you invest.