Name: AI Demo Night - Build Healthcare AI Apps
Start: 2025-12-09T17:30:00-05:00
End: 2025-12-09T19:30:00-05:00
Location: Toronto

## **AI Demo Night - Healthcare: Detect Fear-Mongering & Build Business RAG Apps**

Registration only accepted through LUMA link - [https://luma.com/kh8za3i4](https://luma.com/kh8za3i4)

​Join us for an interactive session where we explore two exciting real-world applications of AI — from understanding media sentiment to building enterprise-ready RAG (Retrieval-Augmented Generation) apps.

​**Part 1 — Detecting Fear-Mongering in Media**

​Ever wondered how fear, exaggeration, or bias spreads through online content?
In this live demo, we’ll use **Hugging Face models By Falcons.AI** to analyze text, YouTube transcripts, and news articles — identifying fear-based language patterns and emotional triggers.
Learn how NLP pipelines can help measure narrative tone, track media bias, and provide actionable insights for journalists, researchers, and marketers.

​**You’ll see:**

* ​Live Code deployment - [https://github.com/torontoai-hub/fear-monger-detector](https://github.com/torontoai-hub/fear-monger-detector)
* ​[https://huggingface.co/Falconsai/fear_mongering_detection](https://huggingface.co/Falconsai/fear_mongering_detection)
* ​How to extract and preprocess text from YouTube or media articles
* ​How to apply pretrained Hugging Face models for sentiment and emotion classification
* ​Visualizing “fear-mongering scores” using simple dashboards

***

​**Part 2 — Deploying Healthcare RAG AI Application to Solve Business Problems**

​Next, we’ll walk through how to deploy a **Retrieval-Augmented Generation (RAG)** by [Moorcheh.AI](https://moorcheh.ai/) based AI assistant that can understand your internal data and answer questions with context — ideal for knowledge management, customer support, or analytics use-cases.

​**What we’ll cover:**

* ​Building a RAG pipeline with vector databases, open-source LLMs, and your documents
* ​Deploying the application locally or on Cloud
* ​Showcasing real business scenarios (e.g., Solving Problem for Nutritionist or Doctor )

***

​👥 **Who Should Attend**
​Developers, data scientists, entrepreneurs, and anyone curious about how to **apply AI beyond chatbots** — to make sense of content and drive value from organizational knowledge.
​🗓️ **Event Format**

* ​**Duration:** 90 minutes
* ​**Format:** Live demos + Q&A
* ​**Prerequisites:** Basic Python knowledge (optional

Chandan K

Toronto AI Meetup

Technology

New Career

Software Development

New In Town

Software Engineering

Networking for Job Seekers

Career Network

Recruiting & Hiring

Data Science using Python

Machine Learning with Python

Startup Businesses

Technology Startups

Internet Startups

Starting an E-Commerce Business

Startup Incubation

Incubator

AI Demo Night - Build Healthcare AI Apps

Toronto

Share

Toronto AI Meetup

AI Demo Night - Build Healthcare AI Apps

Toronto AI Meetup

Details

Members are also interested in