Projects

Some of the research projects I have worked on

Knowledge Graph Generation from Unstructured Document

This project uses LLMs to extract entities and relationships from unstructured product manuals. The goal is to build knowledge graphs automatically for better understanding and use the extracted information to generate tests

Test Generation from Product Manuals

This project aims to generate black box tests by using knowledge extracted from product manuals, knowledge graphs, and related product data. The goal is to automate test creation based on how the product should behave, as described in its documentation

Functional End-to-End Test Generation for IoT System (FUNEETIS)

FUNEETIS: An approach to generates functional end-to-end tests for IoT systems from use case specifications. It captures interactions between devices, cloud, and user interfaces to support complete system testing

LLM-based E2E test generation for IoT systems

TGenAI: An approach that uses large language models to generate test scenarios for IoT systems from use case documents.

Taxonomy for IoT Systems Testing

Taxonomy to organize key aspects of IoT systems testing into clear categories based on findings from industry and academic studies.