Research & Education

AI Smartual Learning Sdn Bhd is a Malaysian-based EdTech and ESG technology company operating in Asia and Africa. It provides next-generation learning platforms, comprehensive ESG reporting services, and customized corporate training programs. The company leverages artificial intelligence and data analytics to help schools, corporations, and governments build future-ready capabilities. Key offerings include the Vlearned AI-Powered Learning Platform for personalized, data-driven learning, Vsustain for complete ESG, GHG ISO 14064-1, and Sustainability Reports, and Vtrain for HRDC-certified professional and corporate training in areas like ESG, TCFD, and Cybersecurity. Additionally, it offers Vpublisher & Vbuilder for content creation, VR/AR lab simulations, and interactive scenario building.

Fulcrum Labs offers an A.I. driven Adaptive 3.0 Learning & Predictive Analytics platform designed to personalize learning and training for students and employees. It aims to replicate the benefits of a dedicated, one-on-one coach, providing data to predict, verify, and increase application-level mastery. The platform helps companies modernize corporate training by improving the learning experience, verifying skills mastery, and reducing training times. It also assists individuals with test preparation through micro-learning, targeted practice, and memory boosters. For higher education, Fulcrum Labs provides personalized learning and analytics to boost course retention and increase mastery. Key capabilities include assessing skills, identifying at-risk learners, verifying mastery, building courses, closing knowledge gaps, and predicting outcomes.

The Max Planck ETH Center for Learning Systems (CLS) is a collaborative research center established by ETH Zurich and the Max Planck Society. It addresses complex research questions related to the design and analysis of both natural and artificial learning systems. The center combines the strong engineering capabilities of ETH Zurich with the natural sciences and computer science expertise of the Max Planck Institute for Intelligent Systems. CLS aims to be a leading hub for machine learning and modern artificial intelligence in Europe, fostering cooperation from senior scientists to PhD students. A core offering is its doctoral fellowship program, where PhD students receive joint supervision from ETH Professors and MPI Directors, leading to a doctoral degree from ETH Zurich. The program also provides opportunities for summer schools, workshops, and internships.

Notta is an advanced AI-powered transcription service that leverages the latest AI speech recognition engine for high accuracy. It offers real-time transcription and translation capabilities, allowing users to quickly convert up to 5 hours of audio files into text. The platform supports various functions including AI summarization, screen recording, and calendar integration to automate meeting scheduling and recording. Notta helps users save time on creating meeting minutes by automatically extracting key decisions and action items, and improves information sharing through efficient data storage and analysis. It is designed for both individuals and teams across various industries, providing a simple and intuitive user experience.

KonaSearch is an advanced Salesforce search platform designed to revolutionize business operations by significantly boosting productivity through its comprehensive search solutions. It enables users to find information across every field, object, and even child and parent objects within Salesforce, including files, ZIPs, and images. Beyond Salesforce, KonaSearch also scours external data sources like SharePoint and Outlook. The platform offers a powerful search language, filters, and facets, making complex search tasks easy. It leverages generative AI for direct matches between objects and allows users to automate actions based on search results. KonaSearch boasts instant implementation, maintaining 100% performance for billions of records, and its Salesforce-native architecture supports deep customization.

gAIgle is an innovative AI search engine designed to enhance information retrieval by integrating Google search capabilities with GPT-4 AI. This tool provides users with a dynamic chat interface, allowing for interactive exploration of search results. The primary goal of gAIgle is to streamline the search process, making it more efficient and intuitive. By combining the vast indexing power of Google with the advanced conversational abilities of GPT-4, gAIgle aims to deliver a new era of search experience, moving beyond traditional keyword-based queries to more natural and interactive information discovery.

AI Academia aims to unlock students' AI potential by offering an innovative educational experience. The platform integrates artificial intelligence into daily life, helping students grow and preparing them for a technology-driven future. It connects learners with mentors from top multinational companies, providing valuable insights and guidance. The tool focuses on making AI accessible and understandable, fostering a learning environment where students can thrive and develop essential skills for the modern world. While specific features are not detailed, the core offering revolves around AI-powered education and mentorship.

Ragbook-notebooks is an open-source repository that compiles all the notebooks for the "Building LLMs for Production" book by Towards AI. It serves as a practical resource for developers and researchers interested in Retrieval-Augmented Generation (RAG) and large language models. The repository includes detailed examples and tutorials on various topics, such as understanding transformer architectures, mastering prompt engineering techniques, and building robust applications using frameworks like LangChain and LlamaIndex. It also covers advanced RAG concepts, agent creation, and fine-tuning LLMs, making it a comprehensive companion for those looking to implement LLMs in production environments.

Rerender_A_Video is an official PyTorch implementation for zero-shot text-guided video-to-video translation, presented at SIGGRAPH Asia 2023. This framework adapts large text-to-image diffusion models to the video domain, addressing the challenge of maintaining temporal consistency across frames. It operates in two main parts: key frame translation, which uses an adapted diffusion model with hierarchical cross-frame constraints for coherence, and full video translation, which propagates these key frames using temporal-aware patch matching and frame blending. The tool is highly flexible, compatible with existing image diffusion techniques like ControlNet and LoRA for customized translations, and requires no training or fine-tuning. It supports both WebUI and command-line inference, offering advanced options for resolution, ControlNet integration, SDEdit, and various Stable Diffusion models.

Voiser AI Text to Speech (TTS) transforms written text into natural, human-like speech using advanced AI. It supports over 75 languages and 550+ voices, including Ultra HD options, for realistic voiceovers across various applications. Beyond text-to-speech, Voiser offers robust speech-to-text capabilities, allowing users to transcribe audio and video files in 75+ languages and 135+ dialects with up to 100% accuracy. Key features include speaker detection, customizable subtitles, YouTube content transcription, and AI-powered summarization via ChatGPT integration. The platform also provides tools for creating talking websites, WordPress integrations, YouTube dubbing, and even text-to-video conversion, making it a comprehensive solution for diverse content creation needs.

Fingertips is an e-learning platform specializing in professional development courses across various domains, including Data Science, Artificial Intelligence, Machine Learning, and Digital Marketing. The platform offers both online and offline learning options, featuring live interactive sessions, capstone projects, and 100% career support. Programs like the Data Science Master Program and Digital Marketing Pro Program are designed to help learners acquire in-demand skills and unlock new career opportunities. Fingertips emphasizes practical, industry-focused learning with hands-on experience on real-world projects and a curriculum developed to meet industry needs. They also provide dedicated support for non-technical learners and boast a high success rate in career advancement for their students.

GirlsWhoML is a global movement dedicated to bridging the gender gap in Artificial Intelligence and Machine Learning. Their ambitious vision is to introduce 100,000 women and girls to AI and ML by 2027 through accessible education and community building. The initiative provides free courses and workshops worldwide, equipping students with essential knowledge and skills. Additionally, GirlsWhoML offers a mentorship program connecting learners with experienced AI/ML professionals and an AI-powered online learning platform, Vector Space, for those unable to attend in-person sessions. The platform welcomes women and non-binary individuals of all backgrounds, requiring no prior ML experience.

LRDTECH is an Artificial Intelligence (AI) technology venture founded in 2021 and backed by a multinational energy major company. The company focuses on creating breakthrough AI technologies to solve challenging problems in high-stakes projects within the energy sector, delivering impactful benefits to society. LRDTECH's products and technologies are primarily internal-facing, designed for use by geoscientists and geophysicists. The company is actively building a team of passionate and driven individuals to contribute to its mission of powering exploration through partnership and innovation.

AITalk is an AI-powered language learning application designed to help users master new languages through conversational practice with advanced AI tutors. The platform provides instant feedback on speaking, allowing learners to fast-track their path to fluency. Users can engage in natural conversations on various topics, eliminating the stress of making mistakes. AITalk supports over 10 languages with more than 100 AI tutors and includes features like IELTS Speaking Exam preparation, character AI chats, and an AI assistant for writing, grammar correction, and creative naming. It offers continuous chat training with new prompts and real-time hints to guide responses, making practice accessible anytime, anywhere via a mobile phone.

simple-local-rag is a comprehensive tool designed for building Retrieval Augmented Generation (RAG) pipelines from the ground up, with a strong emphasis on local execution. It supports the entire RAG workflow, from ingesting PDF documents to enabling "chat with PDF" style features. The tool is built to run on NVIDIA GPUs and leverages open-source technologies, making it a flexible and powerful solution for developers and data scientists. A key example is NutriChat, a RAG workflow that allows users to query a 1200-page nutrition textbook and receive LLM-generated responses based on relevant passages. This tool is particularly valuable for those who prioritize privacy, speed, and cost-effectiveness by running AI models on their own hardware.

Bevinzey is an AI-powered learning platform designed to help students, educators, and institutions enhance their study and teaching methods. It offers a comprehensive suite of 16 AI study modules, including smart summarization, automatic question generation (MCQs, short answers, case studies), lecture transcription, and a personalized AI tutor. The platform also features tools for academic writing, flashcard generation, essay grading, and adaptive study planning with spaced repetition. Built on proven cognitive science principles, Bevinzey aims to improve learning efficiency and retention across various subjects, from medical and law to engineering and business, making it suitable for exam preparation and everyday coursework.

Edupull is a comprehensive platform designed to empower students throughout their educational journey. It offers a wealth of information covering various streams of education, including management, engineering, and medicine. The platform provides detailed insights into colleges, available courses, and relevant examinations. A key feature of Edupull is its AI-powered recommendation engine, which delivers personalized suggestions to students. This intelligent system aims to help users make well-informed decisions about their academic paths, ensuring they find the best fit for their aspirations and goals. By centralizing crucial educational data and leveraging artificial intelligence, Edupull simplifies the complex process of educational planning.

Lingo Champion is a language learning platform designed to help users acquire new languages through immersive and personalized experiences. The platform utilizes native content to provide an authentic learning environment, making the process more engaging and effective. By leveraging artificial intelligence, Lingo Champion adapts to individual learning styles and progress, offering a tailored educational journey. This AI-driven personalization aims to optimize language acquisition, ensuring that users receive relevant and challenging content. The tool focuses on creating an immersive experience to foster a deeper understanding and retention of new languages.

Starmoon is a fully open-source, compact, conversational AI device and software framework designed for a variety of applications including companionship, entertainment, education, healthcare, IoT, and DIY robotics. Users can assemble the device with affordable off-the-shelf components and converse with custom AI characters. It features voice-enabled emotional intelligence, allowing it to understand and analyze emotions in real-time conversations. Built with Python, NextJS, Arduino, ESP32, and integrating LLMs like GPT-4o, Deepgram STT, and Azure TTS, Starmoon offers a versatile platform for personalized learning assistance and supportive conversations. The project is currently deprecated, with development continuing under ElatoAI for improved reliability and production-ready architecture.

Protopia leverages artificial intelligence to facilitate personalized engagement for alumni, donor, and student communities within educational institutions. The platform focuses on creating frictionless micro-mentoring opportunities, allowing alumni and donors to give back through advice and networking without needing to sign up for new applications. It scales engagement for alumni associations, activates donors by connecting them to impactful volunteering, and expands networking for career services to boost student outcomes. Protopia's AI recruits the best-matched alumni from existing systems based on student prompts, and alumni can respond directly via email, making participation simple and accessible. This approach aims to increase volunteering, strengthen donor pipelines, and enhance career support across the institution.

CasperPractice is an AI-powered platform designed to help students excel on the CASPer test, a crucial component for admissions to medical, dental, nursing, and veterinary schools. The tool provides over 150 practice questions and full-length practice tests that accurately simulate the real exam environment, including both text and video response formats. Its standout feature is a specialized AI coaching model that offers instant, personalized feedback, grading, and improved answer examples, going beyond generic ChatGPT responses. CasperPractice guarantees a 4th quartile score for paid users who complete at least 40 questions, offering a free plan extension if the score isn't met. It supports practice in both English and French, making it a comprehensive and affordable alternative to private tutoring.

ZeroGPT Plus provides an advanced AI detector designed to identify content generated by various AI models, including ChatGPT, GPT-5, Gemini, and Claude. It offers professional-grade AI detection with high accuracy, instant analysis, and detailed reports. Users can choose from content types like General Article, Academic Paper, or Student Assignment to tailor the detection process. The tool supports text input via pasting or uploading files such as TXT, DOCX, and PDF (up to 10 MB). It's suitable for students, teachers, writers, and teams needing to verify content originality and ensure prose is human-written. While English detection is strongest, it also supports other major languages like Spanish, French, and German.

LEGATO by Skymel is an Autonomous Agent Design & Deployment Kit that enables users to create their own personal AI agents. The platform is designed to streamline the process from a simple prompt to a fully functional and accurate production agent in a matter of hours. It supports the development of conversational AI applications and can assist with research tasks. Skymel aims to provide a comprehensive solution for individuals and organizations looking to leverage custom AI agents for various operational needs, emphasizing speed and precision in agent creation.

Langoo is an AI-powered digital language platform designed to optimize the evaluation and preparation processes for official language certifications. It leverages Natural Language Processing (NLP) to revolutionize language exam assessment, benefiting educators, institutions, and students. The platform provides automatic linguistic evaluation to determine a candidate's true language level and offers flexible, personalized preparation without fixed schedules, adapting content to each user's learning style and level. Langoo assesses all four competencies: reading, speaking, listening, and writing, as recommended by CRUE. It also offers efficient and fast grading, process simplification for businesses, real-time monitoring, and instant self-evaluation feedback.