Research & Education

AI Utah is a dedicated AI user group based in Utah, focused on fostering a community around artificial intelligence. The organization provides a platform for individuals and companies interested in AI to connect, share knowledge, and stay updated on the latest trends and events. It highlights AI companies within Utah and organizes various events to engage its members. Through its online presence, AI Utah offers daily updates on events and encourages participation via platforms like Slack, Instagram, LinkedIn, and Twitter, aiming to build a robust local AI ecosystem.

Leaders of AI is a leading academy for AI transformation, offering programs designed to help leaders and entrepreneurs integrate AI into their businesses. Their curriculum focuses on building teams of AI assistants to enhance competitiveness, reduce costs, and address skilled labor shortages. Programs include the Master Business with AI (MBAI®), AI Integration Expert, and AI Survival Program, many of which offer university certificates. The academy emphasizes practical application, expert-led instruction, and an engaged community, aiming to foster a future where humans and AI collaborate seamlessly.

Variational AI leverages advanced generative AI through its Enki™ platform to revolutionize early-stage drug discovery. Enki™ generates novel, synthesis-ready, lead-like compounds tailored to specific target product profiles, effectively eliminating the need for traditional hit identification and hit-to-lead phases. This allows biopharmaceutical partners to move directly into lead optimization with structures not discoverable by conventional methods. The platform optimizes across more than 50 parameters, including potency, selectivity, ADMET, and synthetic feasibility, for 760 pre-trained drug targets. By designing de novo molecular structures, Variational AI aims to provide better starting points for drug programs, leading to fewer costly iterations, faster timelines, and a higher probability of success.

MemoAI is an AI-powered desktop application designed to simplify the process of converting video and audio content into translated text, subtitles, and notes. It supports a wide range of input sources, including online platforms like YouTube and local files in formats such as MP4, MP3, AAC, and M4A. Users can transcribe content, select AI models for paragraph effects, and even upload existing subtitle files (SRT, VTT) for translation. The tool includes built-in free translation services from Google and Microsoft, with options for other services like Volcano Translation, DeepL, and AI Translation. MemoAI also offers speech synthesis to dub translated languages over original media and supports synchronized export to common subtitle formats and Markdown.

NVIDIA Model Optimizer is an open-source library designed to accelerate deep learning models through various state-of-the-art optimization techniques. It supports quantization, pruning, distillation, speculative decoding, and sparsity to compress models and enhance inference speed. The tool accepts Hugging Face, PyTorch, or ONNX models as input and provides Python APIs for composing optimization techniques. Optimized checkpoints can be seamlessly exported for deployment in frameworks like SGLang, TensorRT-LLM, TensorRT, and vLLM, making it a crucial component within the NVIDIA AI software ecosystem for efficient model deployment.

Neolemon is an AI cartoon generator designed to create consistent characters instantly, making it ideal for projects requiring the same character across multiple scenes or pages. This professional tool is trusted by over 20,000 creators for various applications, including storytelling, children's books, and other creative endeavors. Users can generate AI cartoon characters without needing any prior design skills, streamlining the creative process. The platform focuses on maintaining character consistency, a crucial feature for narrative-driven content, ensuring that characters look identical throughout a project.

The Spark Book is an innovative AI tool designed for parents to create personalized storybooks for their children. Users can craft unique narratives where their child is the main character, making reading a more engaging and personal experience. The platform offers a straightforward process to generate stories that boost confidence and imagination. The books are printed on photo paper with a hard cover, measuring 8x8 inches, and are shipped within 3-4 days. The Spark Book emphasizes eco-friendly practices, using sustainably sourced paper and local fulfillment to reduce carbon emissions. It aims to enhance vocabulary, cognitive skills, attention span, and strengthen parent-child bonds through shared reading experiences.

learn-generative-ai is an open-source educational resource designed to teach Cloud Applied Generative AI Engineering (GenEng). The curriculum covers a wide range of modern AI and cloud technologies, including OpenAI, Gemini, Streamlit, Containers, Serverless, Postgres, LangChain, Pinecone, and Next.js. It is part of the Certified Cloud Applied Generative AI Engineer (GenEng) program, offering a structured path for developers to build deep proficiency in leveraging and integrating generative AI into applications. The repository includes various modules, from AI essentials and Python crash courses to advanced topics like LLM applications, AI agents, and personalized AI solutions, making it a comprehensive learning hub for aspiring GenEng practitioners.

machinelearning-az is a repository for a Machine Learning course, translated into Spanish, covering topics from data preprocessing to deep learning. It provides learning materials for data science using both R and Python. The repository includes additional materials like transparencies, original course files, and updated code in Python, Jupyter Notebook, and R, with improvements made in August 2023. Users can combine video lessons with the updated code and even work online directly in Google Colab without needing to install Python locally. The course is designed for beginners with basic math knowledge, data science students, data analysts, and professionals looking to enhance their analytical skills.

GuruTrans is a powerful AI-driven translation tool offering seamless language conversion across more than 100 languages. Beyond standard translations, it features unique tools like Gen Z slang, Pirate speak, Ancient Greek, Shakespearean, and Old Norse translators. It also includes code translators for ASCII, Binary, and Morse code. The platform emphasizes speed, accuracy, and privacy, with instant translations and a strict no-data-retention policy. GuruTrans is designed to help users grow businesses globally, learn languages, travel without stress, and create content for a worldwide audience, making complex linguistic tasks accessible and efficient.

RollSummary is an AI-powered tool designed for Dungeon Masters (DMs) to efficiently summarize their RPG sessions. It leverages artificial intelligence to transcribe and condense gaming sessions, providing a clear resume of the session's events. The tool highlights the most important parts in bullet points, generates a list of potential activities for the next session, and identifies key Points of Interest (POI). This helps DMs prepare for future adventures and ensures that no crucial details are missed, allowing them to focus more on the game itself.

Petastorm is an open-source data access library developed at Uber ATG, designed to facilitate the training and evaluation of deep learning models. It supports both single-machine and distributed environments, working directly with datasets stored in Apache Parquet format. The library is compatible with major Python-based machine learning frameworks including Tensorflow, PyTorch, and PySpark, and can also be utilized from pure Python code. Petastorm offers features such as selective column readout, multiple parallelism strategies (thread, process, single-threaded), N-grams readout support, row filtering, shuffling, partitioning for multi-GPU training, and local caching. It also simplifies data conversion from Spark DataFrames to TensorFlow or PyTorch datasets.

PhiloAgents Course is a comprehensive, open-source educational program designed to teach users how to build an AI-powered game simulation engine. This course, a collaboration between The Neural Maze and Decoding ML with partners like MongoDB, Opik, and Groq, merges game development with cutting-edge AI technology. Participants will learn to create dynamic AI personalities that embody historical philosophers such as Plato, Aristotle, and Turing, enabling interactive conversations and debates within a game setting. The curriculum covers building agentic applications, designing production-ready RAG systems, implementing LLMOps, and deploying agents as RESTful APIs using industry tools like LangGraph, LangChain, FastAPI, and Docker. It's ideal for those who learn by building, providing a code template and inspiration for personal agentic applications.

Ace It is an AI-powered platform designed to revolutionize the way students and educators create study materials. By simply uploading, pasting, or taking a picture of notes, users can instantly convert their content into interactive flashcards, custom quizzes, and concise summaries. The tool aims to make studying faster, easier, and more effective by providing personalized learning experiences tailored to individual styles and paces. Beyond core study tools, Ace It also offers curated YouTube video recommendations related to study topics, enhancing the learning process and improving retention. It's ideal for anyone looking to streamline their study routine and achieve better academic outcomes.

The Power Electronics & Power Quality Laboratory at Texas A&M University is dedicated to cutting-edge research in power converter systems and power quality. Their work encompasses the design and optimization of power electronic converters, exploring the integration of artificial intelligence in power systems for enhanced efficiency and reliability. The lab also investigates Vehicle-to-Everything (V2X) technologies, which are crucial for future smart grids and autonomous vehicles, and addresses cybersecurity challenges within power networks. This research contributes significantly to the development of a more efficient, intelligent, and secure energy future, fostering innovation in both academic and industrial applications.

MemFree is a hybrid AI search tool designed to provide accurate answers quickly by combining information from both personal knowledge bases and the internet. It utilizes GPT indexing technology to ensure fast and precise search results. Users can input search queries and MemFree retrieves relevant information from various sources, including bookmarks, notes, and documents. A key differentiator is its ability to be self-hosted for free, allowing users to privately search their personal notes and documents, ensuring data privacy and control. This makes it a versatile solution for individuals and organizations seeking efficient and secure information retrieval.

LegalLens is an AI-powered educational tool designed to assist students in analyzing and understanding legal documents. It provides AI-powered summaries and extracts key points from legal texts, making complex legal information more accessible. The tool is specifically developed for educational purposes, helping students learn and comprehend legal materials more efficiently. By breaking down lengthy documents into digestible summaries and highlighting essential information, LegalLens aims to enhance the learning experience for those studying law.

serious.study is an AI-powered platform designed to transform education through engaging visual learning experiences. It allows users to create stunning AI-powered Mindmaps, Timelines, Flowcharts, Concept Maps, Venn Diagrams, Hierarchy Charts, Comparison Charts, and Cycle & Process Diagrams. This tool is perfect for students and educators preparing for various exams, including UPSC, SSC, GRE, SAT, and Civil Service exams worldwide. It supports studying World History, Geography, Science, and General Knowledge. The platform offers free visual learning tools with an AI diagram generator, making complex topics easier to understand and organize.

Super Search is an AI-powered search engine designed to streamline the process of finding user-generated content (UGC) for brands and marketers. It eliminates the need for manual scrolling through thousands of tagged posts and stories by leveraging AI to understand natural language queries and image references. Users can search for specific content using single words, full phrases like "happy child unboxing a toy," or by uploading an image to find visually similar UGC. The tool also offers a "flexible results" feature, allowing users to find more content similar to a chosen piece with just a few clicks. This capability helps teams quickly identify and leverage top-performing creative, saving hundreds of hours and enhancing campaign effectiveness.

Veezoo is an agentic analytics platform engineered for reliability, designed to empower every business user to ask, understand, and act on data with confidence. It leverages AI and Knowledge Graphs to provide instant answers, powerful dashboards, and proactive insights. For business teams, Veezoo simplifies data interaction through natural language queries, visualization, and monitoring. Data teams benefit from a robust semantic foundation via the Knowledge Graph, ensuring AI reliability, governance, and easy maintenance. Veezoo prevents hallucinations by translating questions into Veezoo Query Language (VQL), which is then deterministically compiled to SQL, ensuring consistent and auditable results. It offers robust data privacy and security, connecting directly to your warehouse without data ingestion or AI training on your data.

book2course is an AI-powered platform designed to convert any PDF book, textbook, or study material into a comprehensive, interactive learning experience. Users can upload PDFs to instantly generate structured courses complete with chapters, bite-sized lessons, learning objectives, and key concepts. The tool integrates AI-powered quizzes with instant feedback, a knowledge map to visualize concept connections, and a spaced repetition flashcard system for long-term retention. Additionally, each lesson includes an AI tutor for personalized explanations and examples. book2course aims to move users beyond passive reading by providing an active learning environment, making it ideal for students and educators looking to optimize their study and teaching methods.

Sentelo is a browser extension designed to boost learning and productivity through the power of AI. It leverages advanced models from Google and OpenAI's GPT to offer comprehensive assistance across various tasks. Users can benefit from features like summarization for quick comprehension, example generation for better understanding, and efficient information retrieval. Sentelo aims to personalize the AI experience, making it accessible and integrated directly into platforms such as Google Docs and PDF readers, thereby streamlining workflows for students, writers, and professionals alike.

FinTinAI is an innovative AI-powered platform designed to transform financial literacy, making money management accessible and engaging. Users can master budgeting, investing, and saving through interactive, gamified lessons and personalized AI coaching, all within just 15 minutes a day. The platform emphasizes a fun and effective learning approach, moving beyond traditional, often boring, financial education methods. It aims to equip individuals with the knowledge to build wealth, make smart investments, and achieve financial freedom, contrasting with the common pitfalls of debt and living paycheck to paycheck. FinTinAI offers a free, interactive program, allowing users to start their financial journey quickly and effectively.

TextTeaser is an open-source project providing an automatic summarization algorithm. It leverages both natural language processing (NLP) and machine learning techniques to generate effective and concise summaries from text documents. The tool is primarily implemented in Python, making it accessible for developers and researchers familiar with the language. To set up and run TextTeaser, users need to have SBT (Scala Build Tool) installed, as the project also utilizes Scala. This combination allows for a robust approach to text summarization, offering a foundation for integrating summarization capabilities into various applications or for academic research.