Sadain Haider@realaiguy

VISTA is a multimodal video captioning system that generates accurate, context-aware captions by combining visual scene understanding with audio information. Instead of describing an entire video with a single generic caption, VISTA analyzes each scene individually to produce richer and more meaningful descriptions. The system first detects scene boundaries using histogram-based cut detection. For each scene, it extracts a representative key frame for fine visual detail, and a sprite sheet, a grid of frames to capture how the scene changes over time. In parallel, it transcribes spoken dialogue and identifies background sounds such as music or environmental noise, giving the captioning step additional context beyond what is visible. Each scene is described individually by a vision-language model, so its full attention stays on one scene at a time instead of splitting across the whole video at once. When a video has more than one scene, these per-scene descriptions are then combined into a single coherent video-level description. That description is passed to the Gemma model again, along with a detailed persona prompt for each of four tones formal, sarcastic, tech humor, and everyday humor instructing it how each style should sound. VISTA also runs on a fallback chain across three LLM backends, so a failure or empty response from one backend does not stop a caption from being generated.

IBM Sales Navigator for Upwork revolutionizes the freelancing workflow by leveraging IBM watsonx.ai and the IBM watsonx Agent Development Kit (ADK) to automate and optimize the entire job discovery and proposal process. The platform addresses a critical pain point for freelancers and agencies: the time-consuming manual process of searching through thousands of Upwork jobs, evaluating their relevance, and crafting personalized proposals. At its core, the application employs a sophisticated multi-agent architecture powered by IBM Granite 3.3-8b-instruct models. Four specialized AI agents work in orchestration: the Job Matching Agent analyzes job listings against company profiles, the Proposal Generation Agent creates tailored proposals, the Context Retrieval Agent leverages RAG (Retrieval Augmented Generation) with FAISS vector store to fetch relevant company information, and the Batch Processing Agent handles multiple jobs simultaneously for maximum efficiency. What sets this solution apart is its RAG-enhanced proposal generation. By indexing company profiles, past projects, and team member expertise in a FAISS vector store, the system generates highly personalized proposals that reflect the company's unique capabilities and experience. This context-aware approach significantly increases proposal acceptance rates while maintaining authenticity and relevance. Demo URL: http://130.213.189.54:5003

Smartgrade.ai is a simplified web-based platform designed to streamline the process of uploading, sharing, and grading exam solutions between teachers and students. The system allows teachers to upload an exam solution file, which generates a unique URL that can be shared with students. When students access the link, they are presented with the teacher's uploaded solution and a form to upload their scanned answers. Upon submission, the system processes the student's file, grades it using predefined logic, and generates a detailed PDF report. The report is then emailed to the teacher, ensuring zero manual effort in exam checking! Find us at: smartgradeai.com

The Upwork Automation App is an AI-powered platform designed to help freelancers save time, increase efficiency, and win more projects on Upwork. By leveraging GPT-5 intelligence, the app automatically scans job postings, filters opportunities based on the user’s profile and preferences, and generates personalized proposals using customizable templates. Instead of spending hours browsing through irrelevant jobs and drafting repetitive proposals, freelancers can now focus on what matters most delivering quality work. The app ensures faster applications, higher relevance, and a stronger chance of landing contracts.

Sadain is an ultra-light, terminal-native AI copilot designed to transform the way developers interact with their shells. It brings conversational intelligence directly into your CLI, offering context-aware command suggestions, smart autocompletion of complex pipelines, and man-page lookups based on natural language prompts. Whether you’re on Linux, macOS, or PowerShell, Sadain installs in seconds and integrates seamlessly with your preferred shell, keeping your workflow snappy and distraction-free. Choose between local LLM models for fully offline operation or hook into high-performance APIs like Novito with a single API key. Use flags to share your session context, edit files in place, run commands automatically in agent mode (with safe prompts for any write operations), or dive into verbose mode to watch its reasoning unfold. Proactive “active AI” watches for errors and offers fixes on the fly, while an extensible plugin system lets you tailor Sadain to any toolchain Docker, Kubernetes, Git, you name it. With rich, colorized output powered by the Rich library, session recording and replay, and a built-in notebook-style TUI, Sadain isn’t just a smart assistant: it’s your productivity multiplier, ensuring every command you run is faster, safer, and more intuitive.

Smartgrade.ai is a simplified web-based platform designed to streamline the process of uploading, sharing, and grading exam solutions between teachers and students. The system allows teachers to upload an exam solution file, which generates a unique URL that can be shared with students. When students access the link, they are presented with the teacher's uploaded solution and a form to upload their scanned answers. Upon submission, the system processes the student's file, grades it using predefined logic, and generates a detailed PDF report. The report is then emailed to the teacher, ensuring zero manual effort in exam checking!

LUMA AI: The Sixth Sense is a revolutionary assistive technology platform that leverages state-of-the-art LLaMA models and edge computing to deliver real-time support for individuals with various disabilities. Designed to provide solutions for vision, hearing, cognitive, and learning impairments, LUMA AI integrates advanced features like object recognition, sign language translation, memory assistance, health monitoring, and personalized AI tutoring into a single app. By running these capabilities directly on low-power devices, LUMA AI ensures ultra-fast processing and robust data privacy, even without internet connectivity. The app is not just a tool; it's a life-enhancing companion that empowers users to interact with their world independently. LUMA AI aims to unify all accessibility needs into one seamless experience, making it the ultimate assistive device for millions globally.

MyVoice is an AI-powered platform that offers innovative voice cloning and speech restoration solutions. By uploading voice samples and personality traits, users can recreate lifelike voices of deceased loved ones, allowing for emotionally engaging conversations through text-to-speech synthesis. MyVoice also supports those with speech impairments by restoring their unique voice using neural networks and audio samples. Additionally, users can interact with AI-generated historical personalities, gaining insights through dynamic, educational dialogues. With potential future updates, such as real-time voice communication and sign language translation, MyVoice aims to revolutionize human communication and preserve meaningful connections through advanced audio processing technology.

Climate AI is an innovative platform designed to simplify access to complex environmental data. By integrating advanced AI technologies, including the O1 model, our interactive chatbot provides users with personalized insights tailored to their location. Users can easily obtain real-time information about air quality, weather patterns, and other environmental factors specific to their area. With an intuitive interface and engaging features, Climate AI empowers individuals to make informed decisions for a sustainable future. Our goal is to bridge the gap between complex environmental data and everyday users, enabling everyone to understand and contribute to climate action effectively.

To participate in the hackathon, simply click Sign up with AMD. If you are not already a member of the AMD AI Developer Program (ADP), you will need to create an account. ADP members can access AI tutorials, experts, and community support. In addition, new members can claim a free month of DeepLearning.ai pro, $100 in AMD GPU cloud credits, and $50 in Fireworks AI API credits. All hackathon participants will receive on hackathon launch additional compute and API credits for their projects. Ready to build what's next on AMD? Sign up with AMD below to secure your spot.

Leverage Orchestrate’s digital skills to design solutions that automate repetitive tasks, orchestrate workflows across tools, and empower employees to focus on high-value work. ⏳ Complete your project in just 48 hours and showcase your innovation. 🚀 Gain hands-on experience building with IBM watsonx Orchestrate. 💡 Develop practical AI agents that reshape the way teams and organizations operate. ⭐ Learn directly from experts who will support you throughout the event. 🤝 Team up or work independently to bring your vision to life. 💰 Prizes: $10,000 🧑🏻‍💻 Sign up before the Kick-Off Stream and start shaping the future with IBM watsonx Orchestrate!

Join the Internet of Agents Hackathon to build real-world, rentable agents using Coral Protocol and Solana-powered payments. 📅 September 14–21, 2025 Sept 14–21: Build online with global innovators. Submit projects by the deadline. Sept 20 (NYC): On-site build day at Solana Skyline (invitation only). Sept 21 (NYC): Live pitches, networking, and winner announcements. 🧠 Mentorship from experts and Coral specialists throughout. 🤝 Participate solo or in teams. 📍 Travel and accommodation not covered. 🚀 Sign up now to secure your spot before the Kick-Off Stream!

🕒 6 days to explore the full potential of GPT-5 💡 Build next-gen AI apps 🤝 Compete solo or form a dream team 🚀 Connect with global innovators 🧑🏻‍💻 Sign up before the Kick-Off Stream to secure your spot!