Ikigai is a Japanese concept meaning reason for being. Finding it requires a deep and often lengthy search of self. Such a search is important to the cultural belief that discovering one's ikigai brings satisfaction and meaning to life.
Modern natural language understanding algorithms extract key concepts from an arbitrary corpus of knowledge. A custom hierarchical clustering algorithm using these concepts and tuned with the help of existing curriculums provides constructiin of a directed knowledge graph on an arbitrary set of publications.
We use our knowledge graphs built on various domains of knowledge to construct efficient individual educational pipelines (curriculums), tailored to particular user’s skills levels and goals.
We collect a number of top publications related to each skill in our system from the web on daily basis. A custom deep learning powered recommender system creates user’s personal digest of new courses, professional publications, blogposts, research papers, and books.
Recommender system takes into account user’s skill level, his goals, level of engagement and progress as well as other user’s preferences and ratings to create and indivdual educational experience. Our feed is interactive — you can write your feedback and it will fetch more and tailor feed to the expressed preferences.
Co-founder, Technical Director
PhD, Applied Mathematics INTUITION founder (machine learning consulting). INTUITION created ML algorithms for Wallarm, PwC, Rambler, etc. 22 research papers in peers’s reviewed issues. Machine Learning Expert, Research Lead
Co-founder, Technical Director
ONY digital & branding agency founder ONY awards: Red Dot, Cannes lions, FWA, awwwards. Worked on branding and UI products for Samsung Gear S2/S3, Adidas, Audi, Ikea, Shell, Scoda, Yandex, Rambler, MegaFon, Sberbank et al.