Research & Education

XRAPY is a mental health and technology company dedicated to making high-quality, tech-driven mental health support accessible to all. They offer flexible therapy options, including online and in-clinic sessions, leveraging AI and VR technology for personalized care. XRAPY also provides rigorous training programs for mental health professionals, equipping them with expertise in human connection and therapeutic technology. Additionally, they offer end-to-end support for organizing educational events and specialize in developing AI and Virtual Reality applications specifically for the mental health field, including a VR Exposure Therapy application available on the Meta Store. Based in Beirut, Lebanon, XRAPY also supports mental health and technology research.

Comapps is a software development company dedicated to transforming clients' digital visions into reality. They provide comprehensive services including product design, mobile marketing, and app development. Their product design team prioritizes the user experience across the entire customer journey, while their mobile marketing efforts focus on crafting apps that deliver optimal user engagement on any platform or device. Comapps' development teams are lean and agile, rapidly deploying customized solutions for each client through continuous learning and collaborative challenges. They work closely with clients throughout the development process to ensure alignment with end goals and are committed to producing exceptional software.

Just Write is an RTF (rich text format) editor specifically designed for iOS, aiming to simplify the writing process by focusing on essential functionalities. Developed by an indie developer, the app is part of a philosophy that each application should do one thing and do it well, avoiding the common trend of adding excessive features. This approach ensures a clean and focused writing environment, making it ideal for users who prefer a minimalistic yet effective tool for their writing tasks. The developer, Vu Thanh Tung, emphasizes careful design to include only what is truly necessary for writing, providing a streamlined experience on evolving iOS platforms.

rl-tools is an open-source deep reinforcement learning library designed for speed and portability, making it ideal for continuous control tasks. It supports a range of popular reinforcement learning algorithms including TD3, PPO, and SAC, with examples provided for various environments like Pendulum and MuJoCo Ant-v4. The library offers C++ notebooks for documentation and local tinkering via Docker, alongside Python bindings available through PyPI for seamless integration into Python projects. Benchmarks demonstrate its efficiency across different devices and architectures, including macOS and Ubuntu, with specific optimizations for fast training. rl-tools also supports embedded platforms like iOS, Teensy, Crazyflie, and ESP32 for inference and training.

EWA: Learn Languages is a mobile application designed to make language acquisition engaging and effective. It focuses on teaching English, Spanish, and French through a variety of interactive methods. Users can learn conversational vocabulary, practice with interactive exercises, and complete fun tasks. The platform aims to provide a modern learning experience with examples that resonate with contemporary learners. EWA is suitable for individuals looking to start learning a new language or improve their existing skills in English, Spanish, or French.

Recall is an AI knowledge base designed to help users manage and leverage their personal knowledge. It allows you to save various types of content, including YouTube videos, PDFs, articles, and notes, into a single space. The tool automatically summarizes content, categorizes it, and extracts keywords to create a knowledge graph, linking related information. Recall also features 'Augmented Browsing' to surface relevant insights from your knowledge base in real-time as you browse the web. It supports active recall and spaced repetition techniques to aid long-term retention, and offers AI quiz questions based on saved content. With support for multiple languages and local-first processing for privacy, Recall aims to be your personalized AI that knows what you know.

Invisible Stitch is an AI-powered chatbot specifically designed to streamline and automate various tasks. Its core functionalities include content generation, allowing users to create diverse forms of content efficiently. Additionally, it serves as an educational assistant, providing support and resources for learning. The tool also incorporates fun applications, making it versatile for different user needs. It is available for free, making it accessible to a broad audience.

async_deep_reinforce is an open-source implementation of asynchronous methods for deep reinforcement learning, specifically designed to reproduce the findings from Google DeepMind's influential paper, "Asynchronous Methods for Deep Reinforcement Learning." The tool focuses on the Asynchronous Advantage Actor-Critic (A3C) method, applying it to the classic "Atari Pong" game using TensorFlow. It provides implementations for both A3C-FF (Feed-Forward) and A3C-LSTM (Long Short-Term Memory) architectures. The project includes instructions for building a multi-thread ready version of the Arcade Learning Environment and details on how to train and visualize results. Performance benchmarks comparing GPU and CPU speeds for different A3C implementations are also provided, making it a valuable resource for researchers and developers in the field.

Medgemma 1.5 Space is an AI-powered chatbot application. It is hosted on Hugging Face Spaces, making it accessible to users. The primary functions of this tool include facilitating education and automating various tasks. It aims to provide an interactive experience through its chatbot interface, assisting users with information and process streamlining. The tool is offered without cost, making it an accessible option for individuals and organizations looking for AI-driven assistance in learning and operational efficiency.

Yoked is an all-in-one AI fitness coach available on iOS and Android, designed to help users achieve their fitness goals through hyper-personalized and data-driven programs. It offers five core modules: workout planning with over 1,300 exercises and form guides, nutrition tracking with macro goals, an AI coach that adapts to user progress, habit building with streaks, and a competitive league for gamified motivation. The AI coach reads training logs, nutrition data, and habits to provide context-aware advice. Yoked caters to all fitness levels, from beginners needing structured plans to experienced athletes seeking adaptive programming, ensuring a tailored path for building muscle, gaining strength, staying healthy, or improving athletic performance. A free tier is available, with a Pro subscription unlocking unlimited features.

Rocky AI is an all-in-one AI coaching platform designed to drive transformation, boost critical thinking, and practice skills for both individuals and organizations. It enables companies to scale AI coaching to thousands of employees and students, integrating well-being with custom knowledge and methods. The platform offers features like leadership development, communication skills mastery, role-play simulations for sales and interviews, goal setting, and stress management. Rocky AI allows organizations and professional coaches to build and deploy white-label AI coaching apps, ensuring ethical, secure, and solution-focused guidance aligned with specific business needs and values. It also provides a personal growth mindset app for daily micro-coaching, goal tracking, and personalized development plans.

Keeply is an AI-powered tool designed to help users effortlessly save and organize web links. While the current website content is primarily in Spanish and appears to be a placeholder or under construction, the tool's core function, as described in its original entry, is to streamline the process of curating and managing favorite online content. It aims to simplify information management by allowing users to create custom collections of links and easily share their curated finds with others. The website currently displays a "Próximo lanzamiento" (Coming Soon) message, indicating it is not yet fully operational or publicly available.

Mistral PDF Chat is an AI-powered chatbot specifically designed to automate various tasks. It excels in content generation, helping users create text-based content efficiently. Additionally, it provides educational assistance, making it a valuable tool for learning and research. A key feature is its ability to interact with PDF documents, allowing users to leverage information directly from their PDFs. The tool is hosted on Hugging Face and is currently offered for free.

Sens.ai Brain Training offers a unique approach to cognitive enhancement by measuring individual brain function and creating personalized training programs. Unlike typical meditation apps, Sens.ai utilizes advanced technology to track real data and show measurable progress in brainwave signals. The program is designed to be efficient, requiring only 15 minutes a day, and aims to improve brain health and performance. It focuses on neuroplasticity, helping users guide their brain's natural changes to get ahead of stress and improve overall well-being. The tool incorporates BrainYears™, a validated model of functional brain age, developed in collaboration with the Buck Institute for Research on Aging, providing a continuous dashboard for brain health.

JellyTalk - Scan Translator is a mobile application designed to facilitate seamless communication across more than 100 languages. This tool is ideal for individuals who need to overcome language barriers in various contexts, including business interactions, international travel, or simply connecting with people from different linguistic backgrounds. It provides a straightforward and efficient way to translate scanned text directly from an iOS device, offering a practical solution for cross-cultural communication. The app aims to make language translation accessible and convenient, enhancing global connectivity for its users.

MathGPT Math Solver & Homework is an iOS mobile application designed to assist students with a wide range of mathematical problems. Leveraging AI, the app provides detailed, step-by-step solutions, making complex topics from algebra to calculus more accessible. Its primary goal is to simplify the learning process and enhance academic performance by offering clear explanations and guidance. This tool is ideal for students seeking to improve their understanding of math concepts, complete homework assignments, and prepare for exams with confidence. The focus on comprehensive, guided solutions aims to foster a deeper comprehension of mathematical principles.

Readle is an innovative language learning application that replaces traditional, often boring, classes with engaging and bite-sized stories. It functions as the world's first CEFR-graded language-learning reader, providing a vast library of adapted story lessons. Users benefit from instant translations, premium audio, interactive quizzes, and in-context grammar explanations, making language acquisition more effective and enjoyable. The platform supports learning English, German, French, Spanish, Japanese, and Mandarin Chinese, with plans to add more languages. Readle is particularly well-suited for learners who have a basic understanding of their target language and aim to rapidly enhance their reading, listening comprehension, and vocabulary skills through daily practice.

SolveLab AI - Smart & Fast is an all-in-one iOS mobile application designed to be an intelligent and fast math assistant for various daily needs. It helps users solve math problems by calculating them directly, searching for solutions using photo input, and even processing handwritten calculations. Beyond basic arithmetic, the app offers functionalities like analyzing basic data, computing date intervals, and calculating BMI, making it a versatile tool for students, professionals, and anyone needing quick mathematical assistance in their study, work, or personal life. Its intuitive interface aims to simplify complex calculations and provide immediate solutions.

gpt_academic is an open-source tool designed to enhance the academic workflow for users interacting with large language models like GPT and GLM. It offers a practical interface specifically optimized for tasks such as reading, polishing, and writing academic papers. Key features include modular design with support for custom shortcut buttons and function plugins, allowing for flexible customization. The tool also provides robust capabilities for analyzing Python and C++ projects, translating and summarizing PDF/LaTeX papers, and parallel querying of multiple LLM models. It integrates with various models including Tongyi Qianwen, Deepseek Coder, Xunfei Xinghuo, Wenxin Yiyan, Llama2, RWKV, Claude2, and Moss, making it a versatile solution for academic research and writing.

Cyrebro Neurosignals is a pioneering neurotechnology company based in Paris, specializing in decrypting natural intelligence through brain dynamics. The platform utilizes proprietary EEG sensors for clinical-grade data collection, an extensive EEG database with over 170,000 recording sessions, and an exclusive portfolio of patented intelligent algorithms. It offers a user-centric analytics platform for instant insight discovery, enabling cognitive and emotional consumer profiling for product development, particularly in neurocosmetics and fragrances. Additionally, it supports digital therapeutics (DTx) by improving mental health outcomes for conditions like stress, pain, and ADHD, and personalizing treatments. The mybrain Tech platform analyzes brain activity in real time to optimize products, refine clinical studies, and sustainably improve quality of life.

Atlas is an AI learning assistant designed to help students excel in their academic pursuits. It offers a suite of powerful tools for studying, writing, and problem-solving, all while being trained on the user's specific class materials for enhanced accuracy. Key features include generating step-by-step answers to questions, crafting A+ essays, automatically taking lecture notes, creating flashcards for memorization, and generating practice quizzes. Additionally, Atlas allows users to chat with their files to get notes and answers from any document. The tool aims to reduce stress and improve grades by providing relevant, personalized assistance, making it a valuable resource for students at various academic levels.

DataScienceR is a GitHub repository dedicated to providing R tutorials for various data science domains, including natural language processing (NLP) and machine learning. It serves as a comprehensive reference guide, curating a list of R tutorials and packages. The repository is designed to assist users with common data analysis tasks and includes extensive lists of resources for both machine learning and deep learning applications within the R ecosystem.

TalkGrammar | Smart Tutor LITE is an iOS and Android mobile application designed to help users improve their English conversation skills with AI instructors. The app allows users to discuss daily news articles from sources like Nikkei LissN and Forbes JAPAN, covering topics from business to technology, or engage in 'Travel Mode' to talk about various countries' culture, food, and history. It caters to learners with TOEIC scores equivalent to 600-900 points, offering a flexible and accessible way to practice speaking without reservation. Users can select AI instructors with diverse backgrounds, choose conversation difficulty levels, and receive detailed feedback including text transcripts and audio recordings of their sessions for review.

English Grammar Test PRO, part of the Cambridge English Apps suite, is a comprehensive language learning platform designed to help students master English grammar and prepare for Cambridge English exams. Available as web, iOS, and Android applications, it provides hundreds of exam-style texts with thousands of assessments that replicate the B2, C1, and C2 exam experience. The platform covers essential grammar components, vocabulary, phrasal verbs, idioms, and collocations. It supports B1 (PET), B2 (FCE), C1 (CAE), and C2 (CPE) levels, offering a clear path to improving language skills through structured exercises in Use of English, Reading, Listening, and Grammar. Users can also take a free online level test to assess their proficiency and receive personalized recommendations.