mohammed arsalan@sallumandya1995

Phoeniks is an enterprise-grade AI security platform designed to detect and neutralize prompt injection attacks across multi-modal LLM systems. As AI agents become increasingly integrated into production workflows, the attack surface for adversarial prompts, jailbreaks, and instruction manipulation has exploded. Our solution addresses OWASP LLM Top 10's #1 vulnerability: Prompt Injection. The Problem: Modern LLMs from OpenAI, Anthropic, Google, and Microsoft are vulnerable to sophisticated attack vectors including instruction override, safety bypass, obfuscation techniques (base64, leet speak, emoji encoding), and multi-layer exploits. Traditional rule-based filters fail against novel attacks, leaving AI systems exposed to data exfiltration, malware generation, and policy violations. Our Solution: Phoeniks uses advanced LLMs as security detectors—fighting AI threats with AI intelligence. We've built a unified Gradio interface that analyzes both text and vision-based inputs in real-time, returning structured risk assessments with policy violation breakdowns. Our platform integrates with OpenRouter to support 15+ models including Claude Sonnet 4.5, GPT-4, Gemini 2.5, Mistral, and specialized guardrail models like LLaMA Guard. Key Features: Multi-Modal Detection: Scans text prompts and images for embedded injection attempts LLM-as-Judge Architecture: Uses Claude and other frontier models as security analysts that understand semantic intent beyond pattern matching Real-Time Analysis: Returns risk scores (0-100), jailbreak classification, attack taxonomy, and policy violations in milliseconds MCP Integration: Deploys as middleware to protect your entire AI stack Red Team Studio: Interactive

PhoeniksRedTeamers is an advanced AI red-teaming and prompt-injection analysis platform designed to help researchers, security engineers, and LLM developers test model robustness. The system combines a multi-model chat interface with automated detection of jailbreak attempts using a custom PHOENIX risk-scoring engine. Users can chat with various OpenRouter models while the app evaluates each response for potential prompt-injection patterns, harmful content, or obfuscation-based attacks such as leetspeak, base64, emoji encoding, or multi-layer transformations. The built-in prompt library enables dynamic replacement of payloads for mass testing across hundreds of attack templates. Additional tools include text masking utilities and a real-time analytics dashboard that visualizes risk trends, jailbreak rates, and policy violation patterns using randomized example data. Overall, the platform serves as a practical, educational, and research-oriented environment for understanding LLM vulnerabilities, strengthening AI safety, and experimenting with ethical red-team attack methodologies.

InteriorGPT is a groundbreaking application that blends Generative AI with interior and exterior design, offering a unique and personalized approach to transforming your spaces. This versatile tool not only provides custom design concepts and detailed floor plans but also integrates an online shopping feature for artifacts and furniture. Whether you're looking to reimagine a room with a French flair or need an efficient 2BHK layout, InteriorGPT tailors its designs to your specific dimensions and style preferences. The app simplifies the process of matching and purchasing furniture and decor, presenting options with prices and direct purchase links. InteriorGPT is your all-in-one solution for design, planning, and shopping, making it easier than ever to bring your vision to life.

CognitioMaxima is not just any education app, it is a revolutionary tool for students and professionals who want to enhance their writing skills and expand their knowledge base. The app is powered by AI21 Labs, which is a leading platform that provides developers and businesses with top-tier natural language processing (NLP) solutions. With the latest state-of-the-art language models, CognitioMaxima is at the forefront of AI-powered writing assistance technology. The app's essay generator feature is one of its most impressive tools. Writing essays can be a daunting task, especially when you need to spend hours researching and structuring your ideas. However, with the essay generator feature, CognitioMaxima simplifies this process by automatically synthesizing the information and summarizing the key points. This saves users valuable time and enables them to focus on refining their arguments and ideas. Moreover, the quiz question generator feature is another cutting-edge tool that is powered by AI. This feature enables users to test their knowledge and identify areas where they may need further study. The app's intuitive interface and customizable settings make it easy for users to adjust the level of difficulty and scope of their quizzes and essays, ensuring that they are tailored to the user's specific needs and interests. Overall, CognitioMaxima is a revolutionary education app that is designed to make the process of writing essays more manageable and efficient. By using the latest state-of-the-art language models, this app offers cutting-edge writing assistance technology that is unmatched by any other app on the market. Whether you are a student, a professional, or just someone who wants to improve their writing skills, CognitioMaxima is the app for you. With its advanced features, intuitive interface, and customizable settings, this app is a must-have for anyone looking to streamline their writing process and enhance their skills.

Technoforge Automotive is a company that specializes in car design using the latest and most advanced technologies. It uses Stable Diffusion, GPT, and Segment Anything to create a powerful and efficient platform for designing cars. Stable Diffusion is an innovative and cutting-edge technology that allows designers to create high-quality and realistic images of cars using natural language inputs. It uses the open-source state-of-the-art text-to-image model to generate art using natural language. This technology is essential for creating realistic images of cars that can be used for various purposes, such as marketing and advertising, product design, and research and development. GPT is a natural language processing technology that helps designers communicate their ideas. It interprets user inputs, making it easier for designers to express their ideas in natural language. GPT is critical in ensuring that the car design tool is user-friendly and intuitive, enabling designers to communicate their ideas quickly and easily. Segment Anything is another technology used by Technoforge Automotive, which is a new task, model, and dataset for image segmentation. It enables designers to segment any object in the image, allowing them to manipulate and modify the image as needed. By using Segment Anything, designers can make changes to the design quickly and easily, ensuring that the final product is optimized for performance and efficiency. By utilizing Stable Diffusion, GPT, and Segment Anything, Technoforge Automotive can help designers create innovative and unique car designs that are optimized for performance and efficiency. These technologies work together to create a powerful and efficient platform for designing cars, ensuring that designers have all the tools they need to bring their ideas to life.

Introducing our innovative Streamlit application, which harnesses the power of OpenAI GPT-3 to generate multi-layer encryption and decryption codes for secure communication. This application is designed to help users easily encrypt and decrypt their messages using state-of-the-art encryption techniques, making it nearly impossible for unauthorized parties to access their sensitive information. To use this application, users can input their speech message through OpenAI Whisper, which transcribes the message accurately. The application then uses GPT-3 to generate a multi-layer encryption code, which can be customized by the user according to their specific requirements. Once the encryption code is generated, it is applied to the speech message, making it indecipherable to anyone without the decryption code. Users can choose from a variety of encryption algorithms and key lengths, and can also input their own unique encryption key for added security. The application also allows users to save and retrieve their encryption codes for future use, making it easy to communicate securely with their contacts. In addition to its powerful encryption capabilities, the application is also highly user-friendly, with a clean and intuitive interface that allows users to easily navigate and customize their encryption settings. With its cutting-edge technology and ease of use, this Streamlit application is the perfect solution for anyone looking to communicate securely and confidently in today's digital world.

Our Sherlock's Phoeniks Search Squad solution is a facial recognition system that utilizes generative AI models like ChatGPT and stable diffusion, as well as computer vision techniques, to identify and locate missing persons in real time . The system will take input in the form of text describing the appearance of the missing person, as well as raw images such as sketches, CCTV footage, or blurry photos. The algorithm will then search through internal databases and internet/social media platforms like Facebook and Twitter to find matches and potentially identify the missing person. This system has the potential to significantly aid Police and Investigating agencies in their efforts to locate and bring missing persons home

Hyperbot is an AI-powered chatbot developed by ChatGPT, which has beenconnected to models such as DallE and embeddings to provide various services. Some of the services that Hyperbot can provide are: 1. Coding-related queries: Hyperbot can answer questions related to coding and programming languages such as Python, Java, C++, and more. It can also provide solutions to common coding-related problems. 2. Generate art: Thanks to its integration with DallE, Hyperbot can generate art based on user requests. It can create various types of art and visualizations, including drawings, sketches, and more. 3. Real-time Current Affairs and News: It can fetch the latest news and updates from various sources, including national and international news, sports, entertainment, politics, and more. 4. Weather updates and forecasts: Hyperbot can provide real-time weather updates and forecasts for the user's location or any other location. 5. Create or compose tweets or LinkedIn posts/emails: Hyperbot can help the user create tweets, LinkedIn posts or emails with ease. It can even suggest content and ideas for the message. 6. Play your favorite song or YouTube video: If the user requests it, Hyperbot can play their favorite song, video or recommend any other content based on the user's preferences. In a nutshell, Hyperbot is a multi-functional chatbot capable of providing a wide range of services, making it a useful tool for various needs. soon it will have feature wherein you can upload any document and it answers to that as well

Docs Buddy is a cutting-edge medical semantic search engine that combines the power of coherence embeddings with the reach of Google search. It offers healthcare professionals and pharmaceutical associates an efficient way to access relevant information about symptoms, medications, and treatment procedures. By simply inputting symptoms, users can retrieve a comprehensive list of documents that match their search criteria. Additionally, Docs Buddy also allows users to search for specific medications, providing images, prices, and even the option to buy online. Say goodbye to endless scrolling and hello to fast and accurate results with Docs Buddy. 🚀 Upgrade your medical search game today! 💻

Join our $1,000,000+ startup challenge series powered by Surge 📌 This announcement outlines the launch of a Global Human+AI Exchange — aligning universities, global cities, talent networks, and industry to accelerate human-centered AI innovation, technology transfer, and economic growth. 👉 Read more here ⏱️ 8 days to turn your idea, or existing product, into an investable demo. 📅 February 6 - 15, 2026 • Feb 6 - 14 (Online Phase) - Collaborate and build online with developers and AI innovators from around the world. All projects must be submitted by the end of the online phase on February 14th. 🕙 Doors open at 10:00 AM, first come, first served. • Feb 14 (On‑site Build Day) - Selected participants will be invited to an exclusive in‑person session to refine their projects and connect directly with mentors. • Feb 15 (On‑site Demos & Awards) - Live pitching sessions to a panel of judges and ecosystem partners, followed by the official winner announcement. 🌟 Get feedback from startup mentors and technical experts. 📍 On-site Venue (Feb 14–15): MindsDB SF AI Collective 3154 17th St, San Francisco, California, USA 📲 Real-time on-site updates (SF) For real-time announcements and information during the on-site portion (Feb 14–15), join the LabLab SF Chapter WhatsApp group: 👉 Join the WhatsApp group 🤝 Join solo or with a team. New founders and existing startups are welcome. 🏆 $1,000,000+ in credits, token prizes, perks and funding opportunity. 📍 On-site participation is by invitation only. Travel and accommodation expenses will not be covered. 🧑‍💻 Apply now to build, validate, and pitch with purpose.

Join Deriv and lablab.ai for a high-intensity hybrid hackathon where top builders create AI prototypes, demo their work, and get fast-tracked to interviews. When • Sat, Jan 31, 2026- On-Site Pre-Hackathon: Deriv AI Meetup (Dubai) • Fri, Feb 6 - Opening words, Challenge, and Hackathon kick-off. (Dubai) • Sat, Feb 7 - Build and ship your prototype - 12 hours (Onsite +Online) • Sun, Feb 8 - Demos, judging, and next steps for standout teams. (Onsite +Online) On-Site Pre-Hackathon: Deriv AI Meetup Sat, Jan 31, 2026 · 2:00–6:00 PM (GST) · Dubai In-person talks, workshops, team formation, and networking with the Deriv team. 👉 Deriv AI Meetup registration What's in it for you • USD $10,000+ in prizes across categories • Mentors available to unblock you when you're stuck • Fast-track interviews for top performers - skip the queue • Real problems to solve - not toy demos Format • Teams of 1-3 • Hybrid: Dubai on-site or fully remote • On-site spots confirmed after screening Location • One by Omniyat, 24th Floor, Al Mustaqbal Street, Business Bay, Dubai, UAE • Travel and accommodation not provided. Apply now • Spots are limited. Shortlisting begins right after the event.

In this hybrid hackathon powered by Arc, developers will build the next generation of agentic commerce systems using Arc with USDC. Explore a world where AI agents and web services can pay for APIs, data, compute, and content in dynamic, usage-based ways, while Arc provides stablecoin-native settlement with predictable USDC fees and deterministic, sub-second finality. This hackathon is supported by Google & Google DeepMind, with a dedicated challenge and $40,000 in Google Cloud Platform (GCP) credits awarded for the best use of Gemini models and Google AI Studio. 📅 January 9 – 24, 2026 • Jan 9 – 23 (Online Phase) – Collaborate and build online with developers and AI innovators from around the world. All projects must be submitted by the end of the online phase on January 23rd. • Jan 23 (On‑site Build Day – San Francisco, CA) – Selected participants will be invited to an exclusive in‑person session to refine their projects and connect directly with mentors. • Jan 24 (On‑site Demos & Awards – San Francisco, CA) – Live pitching sessions to a panel of judges and ecosystem partners, followed by the official winner announcement. Get guidance from Arc and Circle experts through on-site support. 📍 On-site Venue (Jan 23–24): MindsDB SF AI Collective 3154 17th St, San Francisco, California, USA 🤝 Go solo or team up, it's your flow. 🏆Compete for $50,000 in USDC & GCP Credits. 📍 On-site participation is by invitation only. Travel and accommodation expenses will not be covered. 🧑🏻‍💻 Secure your spot now - sign up before the Kick-Off Stream!