Recommendation System

Chemical
Daten wissen case study image

Business Impact

Refining recipes with greater efficiency and in less time.


Customer Facts

Location: India

Industry: Chemical

Daten wissen case study image

Problem Statement

Problems we Acquired

The R&D team currently takes months and even years to create a new recipe or make changes to the existing recipe.

Challenges

Obstacles we faced

  • Complex chemical reaction chain for recipes
  • Less data size available in physical format, majorly in handwritten notes

Technologies

Tech stack we used

Technology use

NLU

Technology use

NLP

Technology use

NER

Technology use

MySQL

Technology use

Django

Solution

How we made end solution

  • Getting understanding of the domain intelligence of how the ingredients are mixed for the recipe
  • Creation of data in structured manner - Key value pair of recipe with ingredients using NLP to convert the data in modeling format
  • Developing the recommendation engine to recommend ingredients based on the partial recipe list
  • Create a dashboard to select the list of ingredients and corresponding recommended ingredients that go well with the recipe

Result

Outcome we get

  • The R&D team was able to create the refining recipe with more efficiency and in less time.