Page 21 - Straive eCoffee Table Book: Data Solutions
P. 21

Indexing for


         Quality,Precision,





         & Efficiency,                                                                                                               Developed a replicable

                                                                                                                                    and adaptable text extraction
                                                                                                                                    model that leverages deep
                                                                                                                                    domain knowledge and
         through Measured Steps                                                                                                     advanced technology



         At the outset, several thousand indices and their source files

         were analyzed. Subsequently, the automation was achieved by
         performing multiple steps starting with:

         • Pre-processing of the articles by sectioning them into logical

            portions for fetching specific types of information

         • Applying deep learning model with the simultaneous

            embedding of updates, machine learning, and SME                                                                      Impact
            provided rules
                                                                                                         Delivered
         • Enabling the user interface to display results with confidence                                 an augmentation

            scores to assist quick decision making                                                       solution that improved
                                                                                                         productivity and offered
         • Training the model continuously based on the utilization or                                   consistent quality

            rejection of the predictions




                                                                                                 Driving precision and scale through natural language processing | Data Solutions | 21
   16   17   18   19   20   21   22   23   24   25   26