Research & Education

Miyagi Labs is an AI-powered exam preparation platform designed to help students excel in standardized tests such as the SAT and ACT. The platform provides a personalized AI tutor, an extensive bank of over 10,000 expert-reviewed practice questions, and full-length practice exams to simulate real testing conditions. It begins with diagnostic tests to identify individual strengths and weaknesses, then creates a personalized study path. Miyagi Labs also features progress tracking with score prediction, gamification to maintain motivation, and detailed explanations for every question, guiding students like a real tutor. This approach aims to make test prep more efficient, affordable, and less stressful than traditional methods.

Visualkeras is a Python package designed to help visualize Keras and TensorFlow neural network architectures. It offers several rendering styles, such as classic layered CNN diagrams, general node-based visualizations, and LeNet-style feature map stack diagrams. The tool is highly customizable, allowing users to tailor visualizations to their specific needs. It supports both standalone Keras and TensorFlow-included Keras workflows, making it a versatile option for data scientists and machine learning engineers. Visualkeras simplifies the process of understanding complex model structures through clear and intuitive graphical representations.

The National Center of Artificial Intelligence (NCAI) in Pakistan is a pioneering hub for AI innovation, research, and training, headquartered at NUST in Islamabad. It operates research laboratories across six major universities in Pakistan and has developed 221 AI products and designs for sectors like smart cities, precision agriculture, healthcare, and the judiciary. NCAI offers training for AI professionals, aims to expand digital exports, and raises AI awareness. Through strategic collaborations, NCAI revolutionizes agriculture, optimizes industries, and develops AI models for climate and disaster management. It nurtures an innovation ecosystem with products and professional trainings, serving various sectors nationally and internationally, aligning with UN Sustainable Development Goals to establish Pakistan as a global AI leader.

VideoIQ AI is an AI-powered video assistant designed to transform the learning experience through intelligent video analysis. It focuses on generating concise video summaries, making educational content more accessible and digestible. The tool aims to enhance interactive learning by providing features that support deeper engagement with video material. It is particularly suitable for creators of educational content who wish to improve the efficiency and impact of their videos. Additionally, it can boost productivity for those managing YouTube content by streamlining the process of extracting key information and creating engaging summaries.

NotedSource is an AI-enhanced R&D platform designed to streamline the research and development process for companies. It leverages AI to connect organizations with the appropriate academic and industry expertise, supporting projects from initial concept to final results. The platform features Research Compass AI for faster literature review, distilling insights from over 220 million publications and generating focused research questions. It also provides an AI-powered research collaboration platform for efficient project execution, handling expert matching, centralized project management, and built-in legal and compliance support for contracts and payments. Additionally, NotedSource offers Scholar Data Services for AI annotation and model evaluation, ensuring high-quality data for AI development.

The Symbiosis Centre for Applied AI (SCAAI), established in May 2019 and affiliated with Symbiosis Centre for Research and Innovation (SCRI), is dedicated to advancing and promoting research and education in Artificial Intelligence. SCAAI engages in interdisciplinary research, addressing a wide spectrum of issues from finance and banking to healthcare. The center offers various programs including industrial live projects in collaboration with eminent industries, research projects supported by multiple grants, and technology solutions providing feasible AI/ML solutions. Additionally, SCAAI fosters research collaboration with foreign universities and conducts workshops for students and corporates to enhance AI/ML domain skills. Its focus domains include AI Research, AI Applications, and AI Education.

xai_resources is an Open Source collection of resources focused on Explainable Artificial Intelligence (XAI). This GitHub repository serves as a central hub for researchers and practitioners to discover relevant materials, including scientific papers, preprints, books, software tools, and short articles. It is meticulously organized, offering a comprehensive overview of the XAI landscape. The collection features recent research from 2021 and 2020, covering topics such as evaluating XAI algorithms on medical imaging, benchmarking machine learning methods, and explaining black-box classifiers. It also includes philosophical frameworks for XAI and discussions on formalizing trust in AI, making it a valuable resource for deepening understanding and guiding research in the field.

YouTube Summary with ChatGPT is a simple Chrome Extension (manifest v3) designed to enhance productivity by providing instant access to YouTube video transcripts and AI-generated summaries. Leveraging OpenAI's ChatGPT technology, this extension allows users to quickly understand the core content of any YouTube video without needing to watch it entirely. It's particularly useful for researchers, students, and anyone looking to efficiently consume information from video content. The extension is available on the Chrome Web Store and offers a straightforward process to obtain both the full transcript and a concise summary, making video content more accessible and time-efficient.

The SEMLA Research Center is a hub for research and development in software engineering for machine learning applications. It brings together leading researchers and practitioners to address the challenges of engineering complex data-intensive software systems. SEMLA offers a training program called CREATE SE4AI, which focuses on the development, deployment, and servicing of AI-based software systems, covering academic, technical, and professional skills. The center also hosts an international symposium, SEMLA, to foster discussion and collaboration on the implications of engineering intelligent software. Their research highlights include studies on code reuse vulnerabilities, certification of ML-based safety-critical systems, co-evolution of ML pipelines, and exploratory studies on machine learning model stores.

Spacey Science is an innovative platform leveraging XR and AI to transform space STEM education. It provides immersive learning experiences designed to inspire students and foster a deeper understanding of space-related fields. Beyond academic settings, Spacey Science also delivers cutting-edge training solutions for corporations, aiming to equip their workforce with specialized knowledge and skills relevant to the evolving space industry. The platform's core mission is to cultivate the next generation of space pioneers and advance space exploration through transformative educational approaches.

Trafy is an AI platform dedicated to building privacy-first, resilient AI solutions at scale, with a strong emphasis on easy agent development. It drives AI advancements through innovative research in self-learning, security, rapid deployment, and seamless networking. The platform focuses on efficiency with increased parameters for multiple analyses, ensures privacy through fully encrypted systems for user and self-training data, and offers adaptability via preprogrammed widget-based API calls for fast deployment. Trafy also provides flexible integration protocols to network with other agents, making it suitable for extending research and building agentic solutions across various sectors like education, technology, marketing, sales, healthcare, and manufacturing.

The USC Center for AI in Society (CAIS) is a collaborative initiative between the social work and engineering departments at the University of Southern California. CAIS focuses on advancing AI scholarship and its practical application to improve the well-being of vulnerable communities. The center is dedicated to promoting the responsible development and deployment of AI technologies through strategic partnerships with various stakeholders and policymakers. Its core activities revolve around conducting research and providing education in the field of just artificial intelligence, ensuring that AI advancements contribute positively to societal good and address ethical considerations.

Hebrew Calendar Converter is an AI-powered online tool designed for seamless date conversion between the Hebrew and Gregorian calendars. This utility is perfect for individuals and professionals engaged in historical research, event planning, or anyone needing to navigate both calendar systems accurately. With its intuitive interface, users can quickly convert dates, making it an invaluable resource for academic studies, genealogical research, or simply scheduling events that require consideration of both calendar formats. The tool leverages AI assistance to ensure precision and ease of use, providing a reliable solution for all your date conversion needs.

SpeakEnglishAI is an innovative AI-powered platform designed to help users master the English language. Featuring an AI instructor named Aileen, the tool provides a dedicated guide for personalized learning. Users can engage in natural interactions, practice their speaking skills, enhance their grammar, and build a robust vocabulary through its state-of-the-art learning platform. This tool is ideal for individuals looking for an interactive and guided approach to improving their English proficiency, offering a comprehensive solution for various aspects of language acquisition.

Wiz Learning delivers AI-powered Smart Companions and custom LMS platforms designed for schools, businesses, and organizations. These solutions adapt to specific needs, improving productivity, efficiency, and learning outcomes. The platform offers 24/7 curriculum-aligned Smart Companions for schools, scalable training and tailored content for organizations, and AI tools for businesses to streamline onboarding and upskilling. Wiz Learning also provides curriculum development services and interactive online courses in STEM, AI, and cyber safety, catering to a global user base across 30 countries.

The ZHAW Center for Artificial Intelligence (CAI) is a leading research and education center dedicated to advancing human-centric and trustworthy AI. It plays a crucial role in fostering AI research within Switzerland and offers significant career development opportunities for students. The center emphasizes interdisciplinary collaboration, engaging actively with both the academic research community and industry partners to address real-world challenges through AI innovation. ZHAW's broader mission encompasses teaching, research, continuing education, and services, all grounded in practical application and scientific rigor, with a strong focus on sustainable development and digital transformation.

The Hellenic Artificial Intelligence Association (EETN) is a non-profit scientific organization dedicated to advancing Artificial Intelligence (AI) research, innovation, and education both within Greece and internationally. As a member of EurAI, EETN serves as a central point for AI-related discussions and initiatives at a national level. The association actively organizes and supports various activities including the Hellenic Conference on Artificial Intelligence, informative talks, and the 'Greeks in AI' conference. EETN also offers scholarships, awards for the best doctoral dissertations, and grants for members to present articles at international AI conferences, fostering academic excellence and professional development in the field.

Women in AI Ethics (WAIE) is an organization focused on promoting diversity and ethical considerations within the field of artificial intelligence. Since 2018, WAIE has worked to elevate underrepresented ethical voices, particularly those of women and nonbinary individuals, through initiatives like their "100 Brilliant Women in AI Ethics®" list. They organize educational events with multi-disciplinary experts globally and provide resources such as research reports, mentoring programs, and an annual list of influential women in AI ethics. In response to accelerating AI risks, WAIE launched WAIE+, a community-funded public interest AI venture, in 2025, dedicated to building a safe and secure AI future for everyone.

The AI Policy Lab at Umeå University is dedicated to conducting pioneering, fundamental research in the field of artificial intelligence, transcending traditional boundaries. It focuses on developing and implementing innovative methods and engaging in diverse activities that facilitate knowledge exchange. The lab aims to be swift-footed in responding to immediate challenges within AI Policy, while simultaneously engaging in critical analysis and thoughtful reflection on long-term directions and implications. It fosters interdisciplinary and cross-sectorial collaboration, developing tools to understand and govern AI from a human-centered perspective. The lab also hosts events, publishes academic work, and offers opportunities like fellowships and externships.

AITAHUB is an ML-enabled edtech platform dedicated to bridging the employability and digital skills gaps prevalent in India. The platform is designed to create a robust job engine and foster career ecosystems specifically for college students and freshers. Its core mission is to equip individuals with the necessary skills and knowledge to become job-ready for high-demand roles in Artificial Intelligence, Data Science, and Industry 4.0. While specific features are not detailed, the platform's focus suggests a curriculum or training program aimed at career development in these advanced technological fields.

Medvolt is an AI-driven platform revolutionizing early-stage drug discovery and development by democratizing access to cutting-edge generative AI and advanced physics-based simulation technology. Its in silico platform, MedGraph, empowers the generation of novel insights through efficient, resource-optimized pipelines, translating into tangible experimental results. Key features include interpretable and data-centric AI models trained on curated domain data, an affordable and enterprise-class modular platform, and multi-domain expertise. Medvolt offers solutions for small and large molecule drug discovery, knowledge curation, and peptide therapeutics, aiming to reduce costs and significantly boost success rates in pharmaceutical research.

Amplified is an AI-native knowledge management system designed for intellectual property, connecting R&D, legal, and strategy teams on a shared platform. It leverages AI to organize over 140 million global patents and scientific information, allowing users to search less and find more relevant results without complex queries. The platform offers an enjoyable research workflow, enabling quick referencing of past work and easy documentation. It facilitates collaboration through shared projects, annotations, and instant context sharing, eliminating the need for multiple files and meetings. Amplified also provides features for managing invention disclosures, invalidity searches, and monitoring, alongside robust security and privacy controls for sharing and managing access.

BullFrog AI is an advanced AI platform designed to accelerate biopharma drug discovery and clinical development. It leverages explainable AI, graph analytics, and data harmonization tools to transform raw, fragmented biomedical data into clean, AI-ready assets. The platform features bfPREP™ for data preparation and harmonization, bfLEAP® for uncovering biologically meaningful patterns and identifying patient subgroups, and an AI Decision Support system for prioritizing drug targets and optimizing trial design. BullFrog AI aims to provide reliable insights, understand disease heterogeneity, and build risk-balanced R&D portfolios, ultimately mitigating risk and elevating precision medicine.

The DaSCI (Andalusian Institute in Artificial Intelligence) is a leading center dedicated to advancing research, innovation, and technology transfer in artificial intelligence and data science. The institute focuses on key areas such as Data Science and Big Data, Computational Intelligence, and various technological applications. DaSCI provides professional courses and doctoral training programs, fostering the next generation of AI and data science experts. It actively engages in scientific projects, publishes research, and facilitates knowledge transfer through initiatives like the Digital Innovation Hub AIR-Andalusia, aiming to bridge the gap between scientific knowledge and socio-economic development.