🤝 Top Collaborators
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🤓 Latest Submissions
RiskFlow AI : Intelligent Insurance Retention App
RiskFlow AI is a full-stack intelligent platform purpose-built for insurance companies to combat customer churn and maximize lifetime value. It ingests customer and policy data, then uses large language model agents (Llama 3.3 70B via Together AI) to automatically generate a rich AI profile for every customer — including churn probability, risk score, retention score, upsell potential, loyalty score, and customer segment. The platform surfaces an actionable retention queue of policies expiring within 45 days, ranked by AI-computed priority and churn risk. Agents can one-click send hyper-personalized retention emails (via Resend) tailored to each customer's demographics, plan history, and behavioral signals. A conversational AI Analytics interface lets users query their entire customer database in plain English — asking questions like "Which segment has the highest churn?" or "Who are my top upsell candidates?" — and receive structured chart-ready answers. A practice roleplay mode lets insurance reps simulate conversations with AI-generated customer personas before real calls. The dashboard provides real-time KPIs, segment breakdowns, and trend charts. Data can be imported via CSV. The backend is built with FastAPI and PostgreSQL (async SQLAlchemy), and the frontend is a Next.js 14 App Router application with Tailwind CSS and Recharts — deployed on Railway.
19 May 2026
TEMO
Temo is an innovative platform designed to enhance the development of children with Autism Spectrum Disorder (ASD) while providing valuable support to their families. Central to Temo is an advanced AI-powered chatbot that engages children in interactive, tailored conversations. Using natural language processing (NLP) and machine learning algorithms, the chatbot adapts its responses based on the child’s input, helping them develop emotional and social skills through dynamic interactions. The platform also includes a range of adaptive activities, such as chess and memory card games, which adjust to the child’s skill level to foster cognitive growth and problem-solving abilities. A calming music section uses sound-based AI to generate soothing tracks that help manage anxiety and promote relaxation. Temo's emotions quiz employs computer vision and emotion recognition technology to present various facial expressions and scenarios. This helps children learn to identify and understand emotions through visual cues and simple explanations. For parents, Temo provides a robust progress dashboard that leverages data analytics to track and analyze their child’s emotional and cognitive development over time. The dashboard offers insights into quiz performance, game engagement, and interaction levels, enabling parents to tailor their support and interventions more effectively. By integrating AI techniques and interactive features, Temo addresses the unique needs of children with ASD, aiming to improve their emotional understanding, social interactions, and overall quality of life.
16 Sep 2024
Beemo
At the "Build Your AI Startup Hackathon," the Champs Team presents BMO, an innovative solution designed to enhance the lives of autistic children and their families through advanced technology and empathetic design. Autistic children, who have unique ways of feeling, thinking, and expressing love, often face significant challenges in communication and social interaction. According to the CDC, in 2023, around 1 in 36 children in the U.S. were diagnosed with autism spectrum disorder, and research shows these children frequently experience high levels of stress and anxiety due to difficulties in navigating social situations, impacting their academic performance and overall development. To address these issues, BMO combines computer vision, speech recognition, and generative AI to analyze facial expressions, understand spoken words, and generate empathetic responses, creating a meaningful and supportive interaction. BMO, a gentle and interactive companion, engages children through voice interactions, educational content, and storytelling, while the integrated BMO website provides parents with detailed insights, charts tracking repeated words, and analyses of emotional responses. The website also features a versatile chatbot for personalized interactions and serves as an informative hub about BMO and its features, offering a comprehensive solution to support the unique needs of autistic children.
4 Jul 2024
STDLink
STDLink simplifies the often confusing topic of STD education. Using advanced AI, our chatbot guides users through informative conversations, making learning engaging. We've integrated Vectara's powerful search capabilities, ensuring fast and accurate access to trustworthy information while safeguarding user privacy. Additionally, our interactive quizzes help reinforce learning in a fun way. By harnessing AI tools like Gemma 2B, Vectara, and LangChain, STDLink breaks down barriers to understanding and promotes awareness. With easy-to-understand explanations, private searches, and interactive quizzes, we're making STD education accessible and empowering for all.
19 Apr 2024
