Harsh Shah

• Identify the potential of integration of AI solution using advanced data analysis techniques and data deep learning techniques in specific product creation and development process • Research and development towards data-driven digital solutions in the field of Requirement Engineering using advanced natural language processing techniques and machine learning algorithms • Developed a machine learning model which can automatically classify and categorize software requirements

• Worked on the automatic textual snippet generation for an argument search engine • Used the graph-based extractive text summarization method inspired by Google’s PageRank algorithm • Trained the language model on custom data set using transfer learning techniques to improve the readability and representativeness for snippets in search engine • Improved the accuracy by 9% than previous snippet generation approach for an argument search engine

Extract data from the files and run it on extractors and convert extractors response in RDF triples to analyse the response • Train Machine Learning model (Random Forest Classifier, Decision trees) to predict the best extractor for the given category of text data • Performed Text Classification, Feature Extraction, Data preprocessing on the Dataset

• Collaborated with a team to enhance, maintain and develop Java Desktop and Android Applications based on the user requirements • Developer responsible for the back-end analysis, bug fixing, maintenance and improving application performance

• Developed an android e-commerce application “Appist” in which the user can buy and manage products online • Wrote unit test for mobile codes, Test and Debugged android Applications with the system requirements Internship at Moweb Technology Pvt. Ltd. during final year project as an Android developer.

Machine Learning, Planning and Heuristic Search,Interactive Data Visualisation, Advanced Software Engineering, Intelligence in embedded system, Software Quality Assurance, Computational Argumentation, Computer Graphics

Software Engineering, Artificial Intelligence, Data Structure and Algorithms Database Management, Data warehousing and mining