Information extraction & entity recognition model
Developing a text analysis model thru Information extraction & relation matching for Siemens Business unit using Named Entity recognition (NER) model & other NLP techniques like Spacy, Dependency matching which helps the company to reduce the manual work by 60%.
Neo4J-Graph Database visualization
Analyze the Json-ld files in Neo4j using Cypher (Graph Query language) to visualize the hierarchical structure of the data and gain insights which is used to better understand the NER model inputs in a diagrammatic representation.
Chat Bot for Polarion
Developing a Chat bot to implement in the Polarion software interface which query's the Polarion database & fetch the results according to the user's request. This is the first ever chat bot implementation in the Polarion Software.
Design Recommendation
Detect the patterns in the COMOS object file & recommend the design ideas for the designer in the Human Machine Interaction (HMI) graphic interface.

