Developed a comprehensive ISO 15118 certificate fetcher system for electric vehicle charging infrastructure during my internship at Shell. This project handles the complex certificate provisioning workflow required for secure EV charging communications, implementing the full certificate installation and management process according to ISO 15118 standards.

I used Logistic Regression on KDD Cup 99 data set to develop a model that can accurately detect and classify network attacks into DoS, Probe, R2L or U2R categories. This cybersecurity project demonstrates machine learning applications in network security.

AI-powered research assistant that streamlines the dissertation process by automating literature reviews. It leverages the Vercel AI SDK and Retrieval-Augmented Generation (RAG) to intelligently search the ArXiv database, summarizing key findings and answering specific research questions. The tool features a generative user interface that guides students through refining their topics and exports synthesized analysis directly into a professional PDF document.

Leveraged prompt engineering extensively in developing sophisticated software using Ruby on Rails and ChatGPT for efficient data extraction from diverse documents. Automated PDF extraction, processing 200,000 reports. Enhanced accuracy via user-driven prompt and data point refinement. Streamlined data extraction, conversion, and analysis.