Welcome to the Gen AI Workshop and Hackathon organized by Kare Academy. This event brings together innovators, technologists, and domain experts across three key industry verticals—Healthcare, Finance, and Education—to explore the transformative potential of Generative AI. Throughout the day, you will engage in hands-on training, learn cutting-edge techniques from AI leaders, and collaborate on real-world challenges during the hackathon sessions. By the end of the day, participants will have gained actionable insights and new technical skills to integrate AI into their respective fields.
● Overview of the workshop and hackathon
● Industry trends and the impact of AI
● Keynote Speaker: "AI’s Role in Shaping the Industry 5.0"
● Presentation - AI models and Methods of Evaluation
● Training - Implement RAGs with Reasoning and Agentic RAG for medical literature retrieval and diagnosis assistance. Create a real-time assistant that pulls the latest clinical trials and guidelines based on patient symptoms.
● HandsOn - Develop models and Autonomous AI Agent that can monitor patient vitals, predict health deterioration, and recommend personalized treatments through data
● Presentation - Explore the use of large language models (LLMs) for financial data analysis and model evaluation techniques to enhance predictive accuracy in trading and risk management.
● Training - Build an AI model using LLM Observability to analyze and summarize complex financial reports in real time, providing actionable insights for traders.
● Hackathon - Create a financial Autonomous AI Agent capable of real-time fraud detection and generating autonomous trading strategies based on market sentiment and historical data.
● Training and Hands-on With Projects
● Training (1/2) : Implement AI Image Segmentation to detect anomalies in medical images, enhancing diagnostic accuracy.
● Training (2/2) : Build a Clinical NLP Model to identify patient symptoms, conditions, and treatment plans from electronic health records.
● Training and Hackathon
● Training (1/2) ) : Implement a Reinforcement Learning Agent that adjusts portfolio allocations based on market performance in real time.
● Training (2/2) : Develop a Risk Scoring Model that flags potential regulatory violations and compliance risks in transactions using machine learning.
● Teams present their solutions.
● Judging criteria : Innovation, technical implementation
● Awards and closing remarks.
● Healthcare Gen-AI Training by CapsicoHealth
● Hands-On Training by Capsico and Instructors
● Project Training: Population Risk & Predictive AI Model training
● Project Training: Population Risk Models using LLMs
● HandsOn- Develop models ,RAGs for better accuracy, and Autonomous AI Agents that can monitor patient vitals, predict health risk, mortality, survivability, and recommend personalized treatments.
● Projects on AI Models/Workbench.
● Projects on LLM Based Interactive Tools for Population Risk
● Projects on LLM Driven Analyses
● Training Continues
● Live Training: Develop models, Deep learning methods, benchmarks, implementations, testing and validation. RAGs to be discussed
● Training Continues
● Live Training: Use an AI tools to develop and validate Deep Learning Models example, test and validate Deep Learning Models
● Project set up: Projects and Online Self-Learning Scenarios
Kare AI is a pioneering AI agent-as-a-Service platform, recognized globally as the 1st AI Analyst Platform. Our unique architecture leverages advanced AI capabilities to deliver unparalleled insights and automation for businesses. We're setting a new standard in AI-driven solutions, empowering companies to revolutionize their customer interactions and analysis.
Kareai.ioCapsicoHealth offers a Real World Intelligence Platform coupled with Generative Tools (NLP and GPT) over Hyperscale-data for Insights to Pharmaceutical and Provider groups on drug-outcomes, value-based models, risk-prediction, adoption, and market trends for Cardiovascular, Oncology, GI, Orthopedics and Mental Health Populations at-risk. The platform rapidly identifies patients-at-risk, their journeys, and adoption rates, including negative health-indicators through analyses of tens of Billions of healthcare data points including studies and events. CapsicoHealth brings the power of AI to bridging and transforming precision care in healthcare and life-science industries by improving patient outcomes, pathways and enabling deeper insights into market access.
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