• Implementing Generative AI for tumor ablation surgery robotics at National Taiwan University's Robots and Medical Mechatronics Lab.

• Developed multi-subject QnA chat bots for students by leveraging open source LLMs.• Created an NLP text to SQL converter utilising LLMs for official and institutional query generationand data extraction for existing databases and implemented in web application.

• Engineered an automated Machine Learning application for NFT price prediction, integrating historicalsales data and token metadata.

Contributing in building a Generative Adversarial Network (GAN) for the unconditional synthesis offull-body human images using a multi-GAN approach.

Worked on developing a public dashboard website using Machine Learning Techniques and NLP for the Sentiment Analysis of the Long Covid Phenomenon in Italy.