Aradhika Guha

Developed and implemented machine learning models for various research initiatives. Contributed to the design and optimization of algorithms to enhance model performance.

Provided technical support and troubleshooting for customers on the Edge platform. Assisted with security-related inquiries and ensured smooth operation of client systems.

Identified and analyzed vulnerabilities within smart contracts developed in Solidity, Rust, and Go. Developed comprehensive Python-based tests to validate security measures and ensure code integrity on the Ethereum Blockchain.

Participated in the Cisco Mentor Me program, focusing on professional development and industry insights. Engaged with mentors to understand various aspects of technology and business operations.

Performed quality assurance and data analysis for the BI tool Deep Insight, utilizing Bug Tracker Mantis for issue tracking. Created business and commercial dashboards and executed manual testing on the BI tool, including data transformation processes using ETL.

Developed web applications using JSP and Servlet technology, gaining hands-on experience with the Spring Framework and Hibernate for database mapping. Created basic web services using Spring Boot REST Services and built Spring-MVC Maven projects with Hibernate and SQL integration.

Developed and maintained web applications, including PACS Manager, and Windows applications using C# on the .NET platform. Managed client and server-side codebases, and performed database operations including creating and modifying tables in SQL Server, utilizing TFS for version control.

Conducted a brief study on Electronic Health Records (EHR) and Hospital Management and Information Systems (HMIS). Gained foundational knowledge in healthcare IT systems and data management within a hospital environment.

Activities and societies: PhD research on AI-Based solution for Human-Drone Communication; NLP; NLU; Functional UAV; Machine learning; Deep Learning; Model Optimisation; Neural Networks; Data Analytics.

Pursued a PhD focusing on Natural Language Processing (NLP) for UAV-human communication within the domain of AI & Machine Learning. Submitted final thesis in May 2025, which involved creating a novel semantically parsed and annotated corpus and developing a deep learning-based NLP Framework.

Grade: 74%

Activities and societies: Recipient of Research scholarship & High roll of Honour from The University of Sydney 2021; Developed a Machine Learning based Project (Driverless Car) using Neural Networks (CNN) for traffic sign detection.

Completed a Master of Computer Science degree with a focus on advanced machine learning techniques. Engaged as a research scholar on 'Enabling Edge Computing with advance Machine Learning Techniques'.

Grade: First class with distinction

Activities and societies: Developed a mobile application for bus ticketing (digitalizing the ticketing system); Created a website for assignment uploads, viewing, and grading by teachers using MySQL database.

Obtained a Bachelor of Computer Engineering with first class with distinction. Developed a mobile application for bus ticketing and a website for assignment management as part of coursework.