概要
AI Researcher turned VC at UTEC, a $900 million Japan-based deep-tech fund. At UTEC, I…
職務経験
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学歴
出版物
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Cross-Domain Academic Paper Recommendation by Semantic Linkage Approach Using Text Analysis and Recurrent Neural Networks
2017 Portland International Conference on Management of Engineering and Technology (PICMET)
出版物を表示In this digital age, free-flow and exchange of knowledge and information are of paramount importance. This is the prime reason why we decided to tackle cross-domain linkage. Firstly, we build a system which recommends scholarly academic papers based on the content of news article a user is reading using text analysis techniques. We perform a human expert evaluation to test the system for relevance. Our judges show good agreement with a kappa value of 0.869. To improve the quality of…
In this digital age, free-flow and exchange of knowledge and information are of paramount importance. This is the prime reason why we decided to tackle cross-domain linkage. Firstly, we build a system which recommends scholarly academic papers based on the content of news article a user is reading using text analysis techniques. We perform a human expert evaluation to test the system for relevance. Our judges show good agreement with a kappa value of 0.869. To improve the quality of recommendations further, we use an RNN-LSTM model trained on Wikipedia to measure document relevance. We reorder a list of academic papers based on their semantic similarity with the input document using our RNN-LSTM model. Our model achieves a slightly better performance than one of the best document embedding techniques doc2vec (paragraph vector). To the best of our knowledge, ours is the first study linking the domains of News Media and Academic landscape, and bridging the knowledge-gap.
受賞歴
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Forbes Asia 30 Under 30
Forbes
Featured in the prestigious 30 under 30 list by Forbes under the Finance & Venture Capital category
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Biotech Leader of Tomorrow at GAP Summit 2020, University of Cambridge
Global Biotech Revolution (GBR)
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Leader of Tomorrow at the 48th St. Gallen Symposium, Switzerland
St. Gallen Symposium
Invited to the St. Gallen Symposium in Switzerland as a knowledge pool candidate as one of the 200 'Leaders of Tomorrow' from across the world for my contributions to the Asian startup community.
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Young Leader at Yenching Global Symposium in China
Peking University
Selected as one of the 75 delegates from over 2500 applicants from around the world. Hosted on the Peking University campus, the symposium explored the "Identity of Innovation in China" through multidisciplinary lectures, panel discussions, site visits, and interactive sessions on Chinese innovation. The symposium is hosted by Yenching Academy of Peking University, with the hope of shaping a new generation of global citizens with a nuanced understanding of China and its role in the world.
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Regional finalist of Hult Prize for Social Entrepreneurship
Hult Prize Foundation and Bill Clinton Global initiative
* Regional finalist of Hult Prize held in Shanghai (March 2016)
* One of 250 teams (selected from 25000 teams worldwide)
* Ideated and Prototyped a social enterprise 'Kriya' to increase the income of people living in crowded urban areas
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Leader of Tomorrow at the 46th St. Gallen Symposium, Switzerland
St. Gallen Symposium
Invited to the St. Gallen Symposium in Switzerland as one of the 200 'Leaders of Tomorrow' from across the world.
My essay titled 'Seek and You Shall Find: In Pursuit of a Better Tomorrow' about the alternatives to GDP growth was ranked among the top 100 essays worldwide for 'The St. Gallen Wings of Excellence Award'.
"Leaders of Tomorrow are the heart and soul of the St. Gallen Symposium. They represent the most promising young talents from the new breed of entrepreneurs to…Invited to the St. Gallen Symposium in Switzerland as one of the 200 'Leaders of Tomorrow' from across the world.
My essay titled 'Seek and You Shall Find: In Pursuit of a Better Tomorrow' about the alternatives to GDP growth was ranked among the top 100 essays worldwide for 'The St. Gallen Wings of Excellence Award'.
"Leaders of Tomorrow are the heart and soul of the St. Gallen Symposium. They represent the most promising young talents from the new breed of entrepreneurs to outstanding academics, professionals, politicians and other smart talent under the age of 30. Their involvement at the symposium is to bring the young generation's perspective to the debates that engage our Leaders of Today." -
Summer Delegate at The Stanford ASES Entrepreneurship Summit 2015
Stanford University
One of the 35 student delegates (selected from 300 applicants worldwide) from all over the Asia-Pacific region to The Stanford Summit, presented by the Stanford Asia-Pacific Student Entrepreneurship Society (ASES), an annual event held on the Stanford campus in California, USA, which aims to promote entrepreneurship and business innovation amongst top college students.
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Secured 4th rank (Out of more than 300,000 students) in the Karnataka State Pre-University (12th grade) Board Exams
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The Karnataka State Pre-University (12th grade) Board exam was written by more than 300,000 students all over the state. I secured first rank (Shimoga district) and 4th Rank (Karnataka state) in this exam by scoring 97.5% with 100/100 in Physics, Chemistry, Mathematics and Statistics.
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Full Merit-based Scholarship - SEUT Scholar
The University of Tokyo
Recipient of the prestigious SEUT (School of Engineering University of Tokyo) Scholarship. The scholarship pays for all the expenses of graduate education, and offers monthly stipend for full duration of the course.
