In 2021 I and a bunch of very smart and driven ML/AI engineers are working on developing NLP and CV algorithms to discover and extract interesting chemistry from patents.

We developed http://ichemist.ireadrx.ai where a user can search for chemistry compounds and find matching patent documents. On the app the user is presented with similar keywords and the results also include similar patents for each of the patent in the result set.

iChemist at work

The team of AI engineers have been writing about their work on Medium and you can read about some very interesting work we are doing here.

Chemical compound extraction using state-of-the-art CV models

Visualizing relationships between chemical compounds and the patents that contain them

NLP based topic models on chemistry patent title and abstract

Go to our publication on Medium and read a lot more about the work we are doing.

Also do consider following us and stay in the loop of all the interesting and cutting edge work we are doing in the areas of NLP and CV applied to chemistry.