KUMARI PRATIKSHA@pratiksha25kri

BIMSHI is an intelligent store management system designed to simplify inventory tracking, stock management, and analytics for retailers. It allows store owners to monitor current inventory in real-time, update stock levels easily, and receive actionable insights about product performance, demand trends, and restocking recommendations. By integrating the InventoryAgent and AnalyticsAgent, BIMSHI provides a seamless workflow that highlights fast-selling and slow-selling items, predicts low-stock products, and helps prevent overstocking or shortages. The system is built for efficiency and accuracy, ensuring that every decision is data-driven. With a user-friendly Streamlit dashboard, retailers can visualize their store data clearly, interact with stock controls, and generate insights instantly, making BIMSHI a powerful tool for smarter retail operations and informed business decisions.

FRAUDAPT is an AI-powered scam message detection engine designed to help users identify and mitigate fraudulent communications in real-time. It leverages the MiniLM-L6-v2 sentence transformer model to generate semantic embeddings of messages, allowing the system to analyze the content and compare it against a database of known scam cases. Using a vector database (originally Qdrant, though the system can work with other database solutions), FRAUDAPT efficiently finds the most similar cases and calculates a risk score, categorizing messages into Low, Medium, or High Risk. Users can interact with FRAUDAPT via a Streamlit-based web interface, where they can paste suspicious messages and instantly receive insights about potential scams. FRAUDAPT supports diverse use cases, including detecting phishing attempts, lottery scams, subscription frauds, and other financial or social engineering threats. The system is modular and scalable, allowing easy integration with different backends and models, making it a practical tool for individuals, organizations, and developers looking to proactively prevent fraud.

LOANAGER is a personal loan management application designed to empower users to take control of their finances and make informed decisions. Hidden charges and unexpected fees can silently drain your pocket, and LOANAGER addresses this problem by helping users track every aspect of their loans with ease. Users can input loan details such as principal, interest rate, and term, and the app calculates EMIs accurately while highlighting potential hidden costs. The app provides a clear overview of monthly payments, remaining balance, and total interest, ensuring complete transparency. LOANAGER is perfect for individuals who want to manage multiple loans efficiently, avoid surprises, and maintain financial discipline. Its simple, intuitive interface makes loan management accessible for everyone, promoting smarter financial choices and reducing stress related to borrowing. With LOANAGER, users gain a reliable companion for staying on top of their loans, protecting their finances, and planning for a secure future.

MedVault AI is a secure, AI-powered health record system designed to improve healthcare access in rural and low-connectivity areas. It offers offline-first AI models, SMS-based access, and blockchain security, ensuring uninterrupted medical data availability. MedVault enables faster diagnoses, AI-driven insights for disease prediction, and cost-effective treatment recommendations. Community health workers can retrieve and update records without smartphones, reducing manual paperwork delays. With predictive analytics, secure data storage, and affordable healthcare solutions, MedVault bridges critical healthcare gaps, ensuring better medical access for all. 🚀🏥

SchoolWatch: Mapping the Missing Education SchoolWatch identifies and addresses global education gaps by analyzing data on out-of-school children. Using UNICEF datasets, the project examines factors like out-of-school rates, adjusted net attendance, completion rates, ICT skills, literacy, and digital connectivity. By highlighting demographic patterns and reasons for non-attendance, SchoolWatch provides actionable insights and policy recommendations to ensure every child has access to quality education. Join us in bridging the global education divide and making a significant impact on children's futures.

MedKitlitics: Empowering Healthcare Through Data-Driven Insights In today’s rapidly evolving healthcare landscape, access to accurate, real-time data is essential to improve patient outcomes, reduce costs, and promote health equity. MedKitlitics is an innovative healthcare data analysis platform designed to provide powerful insights into patient demographics, disease patterns, and overall healthcare trends. By leveraging artificial intelligence (AI) and data analytics, MedKitlitics aims to transform raw healthcare data into actionable insights that can drive better decision-making for both healthcare providers and patients. The core idea behind MedKitlitics is to bridge the gap between vast amounts of healthcare data and the ability to make informed, timely decisions. Using advanced analytics, the platform tracks and analyzes a wide range of variables, from patient gender, age, and ethnicity to chronic conditions, disease prevalence, and treatment effectiveness. This helps healthcare professionals and organizations understand patient needs, optimize care plans, and predict future health trends with greater accuracy. MedKitlitics goes beyond traditional reporting tools by offering in-depth, personalized insights that empower users to take control of their healthcare journey.

MEDTIK: The Smart Medication Reminder App for Better Health Management In today's fast-paced world, managing medications and ensuring timely intake is often a challenge. Whether you're managing chronic conditions, recovering from surgery, or simply taking vitamins, keeping track of your medication schedule is essential for maintaining optimal health. MEDTIK is here to simplify this process. MEDTIK is a comprehensive, user-friendly medication reminder app designed to help individuals stay on track with their medication regimen. The app not only reminds you to take your medicine on time but also ensures that you never miss a dose or accidentally take your medicine twice. With its intuitive features, MEDTIK provides the perfect solution for anyone looking to improve their medication adherence.

"GUARDEVERY is a innovative solution developed using Visual Studio 2022 and Python to tackle the common problem of incorrect deliveries. The idea for this project was inspired by a personal experience where a family member received a diya (a traditional oil lamp) that did not meet their expectations. Although the color and design were correct, the diya was not deep enough to hold a sufficient amount of ghee, making it less functional for its intended purpose. With GUARDEVERY, users can ensure that they receive the exact items they ordered, reducing the likelihood of incorrect deliveries. The system utilizes advanced image recognition and natural language processing algorithms to verify that the delivered item matches the product description and images provided during the ordering process. If any discrepancies are detected, GUARDEVERY alerts the user and provides a clear and concise report, making it easy to address the issue with the seller or delivery service. By using GUARDEVERY, users can have peace of mind knowing that their orders will be accurately fulfilled, saving them time, money, and frustration. This project is a testament to the power of technology in solving everyday problems and improving the overall customer experience"

⏱️ You’ve got 48 hours - create, build, and launch! 🌟 Get direct access to Qubic, mentors, and ecosystem support. 💰 Compete for your share of $44,550 in prizes across two tracks. 🤝 Work solo or team up to design the next wave of blockchain innovation. 🧑‍💻 Sign up and start building on one of the world’s fastest decentralized networks..

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 next edition of our flagship AI hackathon — now featuring Google, AppliedAI, and Qdrant as official partners, with over $45,500 in prizes and exclusive partner challenges. After an incredible launch earlier this year, we’re back with the next edition of our AI hackathon series leading up to the /function1 AI Conference & Exhibition in Dubai. Tap into the power of AI to innovate, build, and take your AI skills to the next level in this high-impact hybrid experience. 📅November 14–19, 2025 • Nov 14–18: Collaborate and build online with AI enthusiasts from around the world. All projects must be submitted by end of day on November 18 • Nov 18 (Dubai): An exclusive on-site build day at Festival Arena Dubai for selected participants. • Nov 19 (Dubai): Live on-stage pitching & winners announcement at the /function1 Conference. 🌟 Get support from expert mentors throughout. 👥 Go solo or team up. 📍 Please note: On-site participation is by invitation only. Travel and accommodation will not be covered for selected participants. Further details will be shared with those accepted. 🧑🏻‍💻 Secure your spot now—sign up before the Kick-Off Stream!