I'm Jacky Lee - a data scientist with a passion for medical technology and AI and a software engineer of full stack development.

I have experience working with medical technology and using data science and AI to improve healthcare outcomes. Some of my recent projects include:

• Developing machine learning models to predict patient outcomes
• Analyzing large datasets to identify trends and patterns in healthcare
• Collaborating with medical professionals to develop new technologies

I have published several papers in reputable journals on topics related to medical technology, data science and AI. Some of my recent publications include:

• "ACUTE EXACERBATION OF A CHRONIC OBSTRUCTIVE PULMONARY DISEASE PREDICTION SYSTEM USING WEARABLE DEVICE DATA, MACHINE LEARNING, AND DEEP LEARNING: DEVELOPMENT AND COHORT STUDY" (JMIR mHealth and uHealth (SCI, IF=4.31) / Accept)
• "DEEPDRG: PERFORMANCE OF ARTIFICIAL INTELLIGENCE MODEL FOR REAL-TIME PREDICTION OF DIAGNOSIS-RELATED GROUPS" (Healthcare (SCI, IF=2.65) / Accept)
• "PREDICTING POSTOPERATIVE MORTALITY WITH DEEP NEURAL NETWORKS AND NATURAL LANGUAGE PROCESSING: MODEL DEVELOPMENT AND VALIDATION" (JMIR Med Inform (SCI, IF=3.23)/ Accept)

I have expertise in the following areas:

• Data Science: Python, SQL
• Machine Learning: scikit-learn, Pytorch
• Medical Technology: Medical imaging, Electronic health records
• Artificial Intelligence: Natural language processing, Computer vision
• Frontend: React, HTML, CSS, Javascript
• Backend: Django, Flask, Node
• Current work: Golang

You can connect with me on LinkedIn or check out my CakeResume for more information about my work.

Thanks for stopping by!