Constance Lin Email & Phone Number

Singapore

Singapore

To be responsible for AI development work to improve radiology processes, dealing particularly with x-ray images by making use of appropriate machine learning algorithms

Singapore, Singapore

- Perform diagnostic imaging examinations for patients in the area of general radiography i.e. X-rays and BMD- Demonstrated experience in using Hologic, GE, Fujifilm, Shimadzu and Philips general x-ray and BMD equipment

Singapore

To understudy the radiology process of imaging, in particular x-ray imaging; and to determine and build appropriate AI solutions to improve workflow

Singapore

• Enrolled in Data Science Immersive programme
• Trained a model with 92% accuracy to predict 3 types of brain tumor and created a proof-of-concept retrieval-augmented question-answer model to answer questions relating to MRI safety with demonstration on Streamlit
• Created a proof-of-concept job recommender system based on a user’s input text data and classifying user into 1 of the 8 Introverted MBTI types with an accuracy of 79.3%
• Built an NLP classifier model with 85% accuracy… Show more Enrolled in Data Science Immersive programme
• Built an NLP classifier model with 85% accuracy to classify if a user is a coffee or tea drinker based on the user’s input text with demonstration on Streamlit
• Exhibited experience in using predictive modelling algorithms to predict resale prices of Singapore’s HDB flats by training a regression model with ridge regularization

Singapore, Singapore

- Perform MRI scans for outpatients and inpatients- Responsible for vetting of inpatient and outpatient orders prior to scheduling and scanning

Singapore, Singapore

- Performs MRI scans for research, notably participating in the GUSTO, MAMS and AIPS study from A*star- Works with different project teams from protocol planning to execution of MRI scans to post scan logistics such as uploading of scans onto archives- Responsible for MR safety briefings for project teams prior to project commencement- Assists center.

Singapore, Singapore

- Performs general xrays, MRI and NM scans as well as assisting radiologists in fluoroscopy procudures- Responsible for daily QC of different imaging modalities- AHPC mentor for new staff joining the department- In-charge of department's SOP inventory and its upkeeping by working with the hospital's relevant departments for annual revision exercise

Melbourne, Victoria, Australia

Assist radiographers in general xray imaging, basic CT scans and MRI scans

Kwun Tong, Hong Kong

Overseas Industrial Attachment Programme

Singapore

Assist doctors in minor clinic procedures and scheduling patient's appointments

Data Science Immersive

Data Science Immersive Programme

Computer Programming, Specific Applications

Programming with Python - Online course by Emeritus in collaboration with NUS School of Computing - Completed the course with a capstone.

Bachelor Of Radiography And Medical Imaging, Medical Imaging, 3.5/4.0

one-year degree conversion with exemptions for Year 1-3 modules in lieu of previously obtained diploma RAD4080 Selected Topics in Medical.

Diploma In Diagnostic Radiography With Merit, Medical Imaging, 3.86/4.00

- Ministry of Health Gold Medal Award receipient - Singapore Society of Radiographers Award for Professional/ Clinical Education in.

Education record