{"id":32450,"date":"2023-01-21T10:50:40","date_gmt":"2023-01-21T10:50:40","guid":{"rendered":"https:\/\/www.embibe.com\/in-hi\/?post_type=positions&#038;p=32450"},"modified":"2023-01-21T10:50:41","modified_gmt":"2023-01-21T10:50:41","slug":"ai-platform-for-knowledge-infusion-and-explainability","status":"publish","type":"positions","link":"https:\/\/www.embibe.com\/in-hi\/joinus\/ai-platform-for-knowledge-infusion-and-explainability\/","title":{"rendered":"AI PLATFORM FOR KNOWLEDGE INFUSION AND EXPLAINABILITY"},"content":{"rendered":"<p>Welcome to the future of education!<\/p>\n<p>At Embibe, we have just one mission &#8211; to truly personalise education. Because every child deserves it. This has led us to embark on this noblest of journeys to deliver life and learning outcomes for every student! Rooted in consumer behavior, we are leveraging AI to deliver personalised achievement journeys for every student.<\/p>\n<p>Embibe has traversed a long journey from a data-centric product to an AI platform. On this journey, we have realised that the most powerful teams are: 1. Vision Led in understanding student context and obsessed with success; 2. Self-Organising in defining their own agenda; 3. Intellectually Fierce and Globally Conscious in their choices, and 4. Consistently Excellent in their execution.<\/p>\n<p>After exploring a deeply functional organisational structure in engineering, we are now evolving towards a problem-solving team structure that manifests at the platform and backend level as an agile team supporting a unified front-end and augmented by a strong Architect + Principal Engineer + Advisory Group for technical mentoring. This document outlines the problem statement and other aspects of the AI Platform for Knowledge Infusion and Explainability.<\/p>\n<h4>THE PROBLEM STATEMENT<\/h4>\n<p>We want to develop an AI platform for knowledge infusion and explainability.<\/p>\n<h4>THE INSPIRATION<\/h4>\n<p>We are inspired by Google Brain.<\/p>\n<h4>THE OBJECTIVES<\/h4>\n<ul>\n<li>To develop models that understand and interpret images<\/li>\n<li>Academic content is \u2018locked up\u2019 in images<\/li>\n<li>Diagrams, equations, symbols, handwritten notes<\/li>\n<li>To develop deep learning models so as to extract meaning from images<\/li>\n<li>To develop machine vision on videos for concept and relationships identification and tagging<\/li>\n<\/ul>\n<h4>PRODUCT MANIFESTATION OF YOUR EFFORT<\/h4>\n<ul>\n<li class=\"c1 li-bullet-0\"><span class=\"c0\">Image-Based Search<\/span><\/li>\n<li class=\"c1 li-bullet-0\"><span class=\"c0\">Realtime Behaviour Tracking From Video<\/span><\/li>\n<li class=\"c1 li-bullet-0\"><span class=\"c0\">Assets\/Content (2D\/3D) Smart Tagging<\/span><\/li>\n<li class=\"c1 li-bullet-0\"><span class=\"c0\">Image (Vision) Based Content Deduplication<\/span><\/li>\n<\/ul>\n<h4>BUSINESS MANIFESTATION OF YOUR EFFORT<\/h4>\n<p>Higher levels of personalization that will result in:<\/p>\n<ul>\n<li>More Interactive Experience<\/li>\n<li>Higher NPS<\/li>\n<li>Higher Word of Mouth<\/li>\n<li>Lower Churn<\/li>\n<\/ul>\n<h4>METRICS YOU WILL OWN AND LIVE BY<\/h4>\n<table style=\"border-collapse: collapse; margin-bottom:1rem;\" border=\"0\">\n<tbody>\n<tr>\n<th>METRIC NAME<\/th>\n<th>UNIT<\/th>\n<th>FREQUENCY<\/th>\n<\/tr>\n<tr>\n<td>Number of Behaviors Supported and Live<\/td>\n<td>Number<\/td>\n<td>Weekly<\/td>\n<\/tr>\n<tr>\n<td>Image Search CTR and Top-3 CTR<\/td>\n<td>Ratio<\/td>\n<td>Weekly<\/td>\n<\/tr>\n<tr>\n<td>Smart Tagging Accuracy<\/td>\n<td>Percentage<\/td>\n<td>Weekly<\/td>\n<\/tr>\n<tr>\n<td>Smart Tagging Number of Parameters Supported<\/td>\n<td>Number<\/td>\n<td>Weekly<\/td>\n<\/tr>\n<tr>\n<td>DeDup Accuracy (Image\/Video)<\/td>\n<td>Percentage<\/td>\n<td>Weekly<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h4>L1 SKILLS REQUIRED<\/h4>\n<ul>\n<li>Machine Learning<\/li>\n<li>Experience With NLP Technologies and Algorithm<\/li>\n<li>Experience Implementing Deep Learning Algorithms<\/li>\n<li>Strong Problem-Solving Skills<\/li>\n<li>Computer Vision Understanding<\/li>\n<\/ul>\n<p class=\"join-tribe\"><strong>To Join the Tribe, send us an email on<\/strong> <a href=\"mailto:careers@embibe.com?subject=AI PLATFORM FOR KNOWLEDGE INFUSION AND EXPLAINABILITY\">careers@embibe.com<\/a><\/p>\n","protected":false},"template":"","yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>AI PLATFORM FOR KNOWLEDGE INFUSION AND EXPLAINABILITY - EMBIBE - The most powerful AI-powered learning platform<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.embibe.com\/in-hi\/joinus\/ai-platform-for-knowledge-infusion-and-explainability\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI PLATFORM FOR KNOWLEDGE INFUSION AND EXPLAINABILITY - EMBIBE - The most powerful AI-powered learning platform\" \/>\n<meta property=\"og:description\" content=\"Welcome to the future of education! At Embibe, we have just one mission &#8211; to truly personalise education. Because every child deserves it. This has led us to embark on this noblest of journeys to deliver life and learning outcomes for every student! Rooted in consumer behavior, we are leveraging AI to deliver personalised achievement journeys for every student. Embibe has traversed a long journey from a data-centric product to an AI platform. 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