Professional experience

July 2021 - Present

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.

July 2017 - November 2018

Sales Forecast Model

Developed a Sales forecast model using ARIMA that forecasts company sales and revenue for up to 5 years, based on time series data which increased company sales by 15%.

Plugin Development

Designed and developed multitude of both simple and complex plugins based on direct customer requirements. Developed an interface and a program to extensively monitor mission critical company’s customer facing Communication network for issues and to automatically trigger alerts for immediate attention of relevant teams.