As part of a Kaggle challenge, I have built a custom search engine for COVID-19 medical literature. In addition, I also created another tool called a Dynamic Evidence Gap Map to visualize and categorize existing research. The playlist below explains how these tools can be used.


These tools are meant primarily for epidemiologists and other medical professionals who are poring through all this medical literature to help find effective treatments. Building tools to find and process this information quickly can hopefully help them do their jobs more quickly. If you know an epidemiologist or medical professional, please send them a link to this tool.

You can help out in three ways:
1. You can participate in the Kaggle challenge and help build tools and find answers
2. If you know an epidemiologist or medical professional, please send them a link to the videos.
3. Like and Share the videos to help me spread the word.

This website contains affiliate links. See the disclosure page for more details. 
"The magic key I needed as a non-programmer"

The custom payload generator was the magic key I needed (as a non-programmer) to build a good demo with rich responses in DialogFlow Messenger. I've only used it for 30 minutes and am thrilled. I've spent hours trying to figure out some of the intricacies of DialogFlow on my own. Over and over, I kept coming back to Aravind's tutorials available on-line. I trust the other functionalities I learn to use in the app will save me additional time and heartburn.

- Kathleen R
Cofounder, gathrHealth
In this free course, I provide some tips for managing large Dialogflow ES bots without compromising on accuracy.