An app that lets you reduce waste by allowing the sharing of excess foodDEMO: https://share.streamlit.io/diegobiagini/saia_hackaton/main.py

Sustainable AI Hackathon (Swiss AI)

The Next Convolution

AWS SageMaker

FoodxChange

Businesses receive numerous customer support tickets daily, making it challenging to prioritize urgent cases. Manual sorting leads to inefficiencies, delays, and dissatisfied customers. PriorityAI automates ticket classification using IBM Granite AI, NLP-based sentiment analysis, and keyword detection to determine priority levels (High, Medium, Low).

This system ensures that the most critical issues receive immediate attention, reducing customer frustration and optimizing support team efficiency. PriorityAI is built with FastAPI for backend processing and can be integrated into existing ticketing systems through a simple API.

PriorityAI is an AI-powered support ticket prioritization system that classifies incoming customer support tickets based on urgency and sentiment, helping businesses streamline issue resolution.

Semantics

OpenAI is an AI research and deployment company

OpenAI

PriorityAI

Coachify revolutionizes sales training through advanced AI technology that enables sales professionals to practice and perfect their skills in a risk-free environment. Our platform offers true-to-life scenario simulations with natural voice interactions, providing instant, actionable feedback based on individual performance patterns. Starting with customized B2B solutions for SMBs, Coachify allows businesses to create and practice tailored sales scenarios specific to their needs. Our upcoming enterprise platform will enable sales teams to create and share AI coaches within their organization, integrate custom knowledge bases, and leverage gamification to boost engagement.

With the global sales training software market growing at a 15.1% CAGR, Coachify addresses the critical need for on-demand, realistic practice opportunities that help sales professionals enter every conversation prepared and confident.

Coachify is an AI-powered sales coaching platform that provides sales professionals with personalized practice sessions through realistic voice interactions, helping them master high-stakes conversations without risking real sales opportunities.

Coachify

The AI/ML API provides advanced features like text completion, image inference, speech-to-text, and text-to-speech with seamless integration and secure API key management.

AI/ML API

The DeepSeek R1 model offers efficient language processing for basic NLP tasks, optimized for quick deployment and cost-effective AI solutions.

DeepSeek R1

Comprehensive guide to DeepSeek's revolutionary AI models - explore architecture, use cases, and how it challenges global AI dominance.

Deepseek

Explore Gemini, Google DeepMind's most advanced AI model, blending multimodality and high efficiency.

Gemini AI

Discover Alphabet Inc.'s gem: Google LLC! A global multi-tech marvel offering internet-focused services – search engines, online ads, cloud prowess, software savvy, and hardware innovation.

Google

MarketiQ is an innovative application designed to transform the way businesses approach marketing by harnessing the power of advanced technologies. Tailored for efficiency and precision, MarketiQ empowers organizations to make data-driven decisions, optimize strategies, and achieve superior results in a competitive landscape.

MarketiQ stands out as a game-changer for businesses looking to innovate and thrive in the modern marketing ecosystem. By combining the latest advancements in AI, automation, and analytics, it provides an intelligent, faster, and more effective approach to marketing. Whether you're a small business or a global enterprise, MarketiQ equips you with the tools to stay ahead of the curve.

Transform your marketing strategies with MarketiQ – your gateway to intelligent growth and success.

MarketiQ is an advanced application that leverages cutting-edge technologies to provide intelligent and faster marketing solutions.


MarketiQ

Unleash the potential of Streamlit for rapid deployment of data applications.

streamlit

AgentOps is a platform for monitoring, debugging, and optimizing AI agents in development and production. It offers session replays, metrics dashboards, and custom reporting to track performance, costs, and interactions.

AgentOps

MarketiQ - Amplify Marketing Brainpower

Clinical Applications and Implementation

In the context of pediatric applications, DeepSeek-R1 has shown promising results:

    The model employs advanced reasoning capabilities for clinical decision support.
    It works alongside other systems like Deepseek, which uses "chain-of-thought reasoning" (CoT) for structured problem-solving.
    The integration aims to enhance clinical decision-making processes through sophisticated analysis of medical data.

Challenges and Considerations

Several important considerations must be addressed in implementing AI-driven clinical decision support:

    The reasoning behind AI recommendations often remains opaque, raising concerns about appropriate clinical use.

Healthcare Clinical decision Deep Reasoning AI Agent with model Deepseek R1

KOI AI

Cutting-edge AI language model with unparalleled performance and innovative features.

Llama 3

Large language models (LLMs) have transformed the way we approach machine learning and artificial intelligence. These models are incredibly powerful, but their true potential lies in their ability to work in harmony with other sources of data and computation. This library has been developed to assist developers in building applications that combine LLMs with other technologies, allowing them to create truly intelligent and innovative products.

LangChain

Langchain

KOI AI Clinical decision Agent

SchizoConnect addresses the critical gap in personalized care for schizophrenia patients with neurodivergent comorbidities (ASD, ADHD, bipolar). Our system integrates three core components:

Retrieval-Augmented Generation (RAG) Engine: Indexes 29,040 schizophrenia papers from PubMed, using FAISS vector search and DeepSeek-R1 embeddings to provide PANSS-aligned clinical insights.

Crisis Prediction Module: Combines wearable biosensor data (heart rate variability, actigraphy) with language disorganization analysis via TensorFlow Lite models.

Dynamic Environment Control: Adjusts ambient lighting (LuxIQ protocol) and soundscapes in real-time using WHO mhGAP crisis thresholds.

Validated against the SchizConnect framework, the system reduces stress-induced episodes by 42% in simulated trials. Features FHIR API integration for EHR interoperability and LEAP communication templates for family caregivers. Built with Camel Agents for offline functionality in low-resource settings.

AI-driven safety assistant using PubMed research & crisis protocols to prevent episodes in schizophrenia with comorbidities.

Neural Ninjas

CAMEL stands for Communicative Agents for "Mind" Exploration of Large Scale Language Model Society. The purpose of this framework is to enhance the collaboration among AI chat agents to achieve tasks with minimal human involvement.

CAMEL

Pioneering scalable multi-agent systems for autonomous cooperation, data generation, and AI society simulations.

FoodxChange

PriorityAI

Coachify

MarketiQ - Amplify Marketing Brainpower

KOI AI Clinical decision Agent

SchizoConnect - Safety System for Schizophrenia

PriorityAI

Coachify

MarketiQ - Amplify Marketing Brainpower

KOI AI Clinical decision Agent

SchizoConnect - Safety System for Schizophrenia