Areeba Abid@AreebaAbid

Bob The Builder uses IBM Bob as an AI research engineer to auto-optimize CIFAR-100 image classifiers. Bob runs 30 systematic experiments testing learning rates, batch sizes, optimizers, dropout, batch normalization, weight decay, and data augmentation. Each iteration, Bob changes one hyperparameter, trains the model for 10 epochs, reads the accuracy, compares with best result, commits improvements with Git, and rolls back failures with Git reset. A Streamlit dashboard shows real-time progress. Baseline accuracy was 40.43%. Bob achieved 44.67% - a 4.24% improvement. Batch Normalization was the winning change. Dropout, weight decay, and SGD optimizer all failed. Bob proved that simplicity wins for CIFAR-100. All code is on GitHub. All 30 experiments are logged.

GlobalMedTriage is a solution to one of the biggest problems in emergencies: language barriers. When someone calls for help, our system instantly converts their speech into text, translates it into the responder’s language, and provides protocol-driven triage prompts so that first aid instructions can start right away. If the AI is unsure, it uses a confidence check and quickly hands the call to a human interpreter for accuracy. Unlike most telemedicine tools, it also works offline in rural areas with poor connectivity. All calls are encrypted and HIPAA-compliant, ensuring patient safety and privacy. This makes emergency help faster, safer, and accessible to everyone—no matter what language they speak or where they are.

Polish My CV is an AI-powered résumé engine that upgrades any CV into a role-ready, ATS-approved asset. Upload a PDF, DOCX or LinkedIn export, pick the job you want, and our transformer model rewrites every bullet with punchy action verbs, sharp numbers and the exact keywords recruiters and bots screen for. Achievements rise to the top, fluff disappears, and missing metrics are flagged with smart prompts so you can add proof of impact. Choose from sleek single-column templates that sail through scanners, then export as PDF, DOCX or shareable link. Version history lets you tailor endlessly, while built-in interview prep cards ensure you walk into each call confident and convincing. Integrated analytics track opens, and a cover-letter generator aligns pitch perfect with each tailored résumé.

🌳TreeNity: Grow Greener Cities with AI + Community Power 🌱 Smarter Tree Planting. Healthier Urban Forests. Engaged Citizens. TreeNity is your AI-powered assistant for urban forestry. Whether you're a city planner or a concerned citizen, TreeNity helps plant the right trees, monitor their health, and bring your community together to green your neighborhood. 🌿 AI Planning Assistant • Tree Species Recommender – Get the best tree choices based on soil, heat, and biodiversity goals. → “Best trees for your block: Native Shade Trees.” • Plantation Priority Maps – AI heat maps show areas with low tree cover and high heat risk. → “Your area needs 32% more trees. Join our drive!” • Survival Forecasting – Predicts tree survival chances and suggests optimal planting times. 🌲 AI Monitoring System • Tree Health Scanner – Snap a photo, and AI detects pests, drought stress, or damage. → “Tree 1456 shows early drought signs. Watering needed.” • Satellite Canopy Updates – ML tracks canopy growth or loss with real-time updates. → “Your street gained 7% canopy this year!” • Predictive Alerts – Warns about trees at risk based on weather, reports, and past trends. 🌱 Community Engagement • Adopt-a-Tree – Care for a local tree and earn points for watering, health checks, and reports. • Tree ID Game – Snap and identify tree species with AI. Win badges for rare finds! • Neighborhood Challenges – Compete to grow trees in your area. Track progress, earn rewards! • Civic Reporting – Report damaged or dying trees directly to city services with a tap.

Revisit Ink is a personal therapy app that helps users to heal their memories via text, audio, images and videos. We all have memories that deserve healing! Our brains function in a way that capture every incident of our lives as memories and moments, we might hold on to some memories and attach ourselves to them in a particular way or have emotions around them, currently all therapy and meditation apps in the market focus on techniques that help users to meditate, sleep or focus on other forms of healing - but what all of them miss is the concept of how brains and humans function! We all have ideas, thoughts, feelings, emotions attached to our memories, moments, dreams, nightmares etc! We are using capabilities of LLM's to generate healing text, using Llama and Aria to generate images for user memory inputs and using Allegro to generate healing videos according to user inputs! The outcome is users getting a personalized therapy and healing their memories via our app! This idea is clinically tested among psychologists and psychiatrists around the world and with their feedbacks, we have been developing more about it!

Doctor_Assistant_and_Medical_Image_Analyst is an innovative virtual assistant designed specifically for healthcare professionals, particularly in rural areas with limited internet access. This project aims to enhance patient care by providing quick access to accurate, evidence-based medical information and treatment options, enabling doctors to make informed decisions even in challenging environments. By utilizing offline capabilities, the assistant allows healthcare providers to retrieve essential medical data and analyze images without relying on constant internet connectivity. This feature is crucial in remote settings, where timely access to information can significantly impact patient outcomes. Ultimately, the project seeks to empower doctors in underserved regions, ensuring they have the tools needed to deliver effective and safe care.

This project consists of three stages to streamline surgical procedures using AI-driven agents. In the Pre-Surgery phase, CrewAI agents generate a comprehensive report based on the surgery name, prescriptions, test reports, and scan reports. This report consolidates all necessary information for surgical preparation. In the During Surgery phase, the system uses voice activation to assist the surgical team. It listens for questions related to the surgery and provides real-time answers, enhancing decision-making and ensuring seamless operation. In the Post-Surgery phase, the system gathers the patient’s condition, surgery details, and key conversations from the operation to produce a detailed post-surgery report. This final report includes recovery guidelines, patient status, and further recommendations for aftercare, ensuring comprehensive follow-up.

An IBM website chatbot is an advanced AI-powered virtual assistant that plays a pivotal role in enhancing the user experience on IBM’s digital platforms. Designed with cutting-edge technology, the chatbot is integrated into IBM’s website to provide real-time support, guidance, and information to users, making their interaction with the site more efficient and user-friendly. This chatbot is not just a simple query-response system; it is a comprehensive tool that leverages sophisticated AI models, such as the IBM Granite 13B, to deliver a wide range of functionalities tailored to meet the needs of various users. ### Purpose and Functionality The primary purpose of the IBM website chatbot is to assist users in navigating the website, finding relevant information, and resolving issues without the need for human intervention. This is particularly important for large, complex websites like IBM’s, where users might find it challenging to locate specific information or troubleshoot issues on their own. The chatbot serves as a virtual guide, leading users to the right resources, answering frequently asked questions (FAQs), and providing step-by-step assistance for more complicated queries. The chatbot's functionality extends beyond just answering questions. It is designed to handle a variety of tasks that enhance the user experience, such as: - *Website Navigation Assistance*: The chatbot helps users find the information they need by guiding them through different sections of the website. Whether a user is looking for specific product details, support documentation, or company information, the chatbot can quickly direct them to the right page. - *Customer Support*: For users seeking support with IBM products or services, the chatbot offers troubleshooting tips and solutions. It can address common issues directly or escalate more complex problems to human support agents when necessary.

Build solutions that improve how software is built. Work with an AI that understands your codebase, helping you reduce repetitive work and build with real context. ⏳ Build your project in 48 hours. 🚀 Get hands-on with IBM Bob and explore how AI fits into real development workflows before it becomes standard. 💡 Build tools and workflows that developers would actually use. ⭐ Learn directly from experts throughout the event. 🤝 Join a team or build solo. 💰 Prize pool: $10,000 🧑🏻‍💻 Register before the Kick-Off Stream and start building with Bob.

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.

⏱️ 4 weeks to design and ship a working Web3 product or AI agent. 📅 February 4 to March 1, 2026 • Feb 4 – Hackathon opens. Teams can start building and submitting. • Feb 5 to March 1 – Build, test, and iterate. • March 1 – Final submissions due. 🚨 Important eligibility reminder To be eligible for prizes, teams must post their submission video on X and tag @lablabai and @Surgexyz_. 🤝 Build solo or with a team. 💰 $50,000 prize pool in $SURGE Token. ⚠️ Self-service hackathon This is a fully self-service hackathon. There are no live streams, kickoff sessions, or scheduled workshops. Participants can register, build, and submit at any time before the submission deadline.