I specialise in developing and implementing AI algorithms for medical image analysis and clinical outcome prediction. Additionally, I am skilled in front-end development, designing intuitive website interfaces that enhance user experiences.
Outside of my professional work, I channel my creativity as a part-time photographer and videographer, blending my passion for science and art to inspire innovation and continuous growth.
Contact
Education
I made an informed decision to pivot my academic journey. After thoughtful consideration and consultation, I've transitioned from my previous course to a new academic path focused on a Bachelor of Biomedical Science. This change aligns better with my career aspirations.
Work Experience
Working on an AI healthcare project to detect myocardial infarction by analyzing AP4-echocardiogram videos, integrating U-Net segmentation and LSTM classification. Exploring DL libraries like PyTorch, TensorFlow, Scikit-learn etc.
Having a huge interest in parasitology, I was introduced to a Malaria project, exploring the genetic polymorphism of PkDBPaII of isolates in Malaysia.
I specialize in Product Photography/Videography, delivering compelling visuals while fostering strong client relationships. Notable collaborations include projects with local brands such as Sugarbelle and Softlove.
I acquired proficiency in specimen processing, specimen culture, microscopic examination, molecular testing, data documentation, etc, in five rotations: Virology, Clinical Bacteriology, Mycology, Tuberculosis & Molecular Imaging.
Projects
AI, Deep Learning, Machine Learning, Predictive Modeling, PyTorch, TensorFlow, Scikit-learn
Developed a novel deep learning model integrating U-Net to segment left ventricular structures and LSTM networks to classify myocardial infarction using apical-four-view of echocardiogram videos. Extracted and analyzed Global Longitudinal Strain (GLS) parameters to improve classification accuracy. Achieved moderate predictive performance (Accuracy: 71.5%, AUC: 0.715) across 5-fold cross-validation.
HTML, CSS, JavaScript, UI/UX, Web Development, Front-end Development
Developing a website interface for an unofficial gene analysis platform - "Sequence Space". It was created for user convenience to analyse palindromic sequences, change DNA to RNA etc.
Information System, Waterfall SDLC, LucidChart, Figma
Designed a conceptual precision agriculture system for managing weeds in Malaysian paddy fields. Using the Waterfall SDLC methodology, the project focused on requirement gathering, system design, and interface prototyping. Key deliverables included detailed documentation, Figma mockups, and system diagrams created in Lucidchart, emphasizing usability and sustainable agricultural practices.
PCR, DNA Sequencing, Cell Culture, Erythrocyte Binding Assay (EBA), Phylogenetics
Contributed to a Malaria research project focused on Plasmodium knowlesi, analyzing Malaysian isolates with varying parasitemia levels collected from 2019–2021 to investigate genetic polymorphisms in recent strains. Phylogenetic analysis revealed no novel genetic clustering of PkDBPαII isolates from recent years, indicating the genetic stability of this key malaria-causing parasite.
Side Projects
I undertook the task of producing two 30-second lifestyle videos that would effectively convey the brand's commitment to enhancing everyday comfort.
It's a privilege to join hands with them, a collaboration that blossomed after they recognized the quality of my previous photography endeavours.
My work spanned indoor and outdoor settings. My role blended artistry and commerce, employing photography and videography to convey Sugarbelle's cosmetics' essence and versatility.
Certifications
Deep Learning, Artificial Intelligence (AI), TensorFlow
SQL
Artificial intelligence (AI), Generative AI
Python
SQL
R
Volunteering
Handling speaker logistics: Coordinating keynote presentations, assisting international speakers, and ensuring a smooth event.
As a concertmaster, my responsibilities extended far beyond personal musical prowess; they include the vital tasks of guiding beginners in acquiring foundational instrumental skills, fostering harmonious cooperation among all members and other school orchestras.
Awards
Chinese Orchestra:
21st Century International Arts Festival
1 Honourary Gold Award, 3 Gold Awards, 1 Silver Award
Chinese Orchestra:
'Chun Lei' Orchestra Competition