Can (Cathey) Wang Email & Phone Number

Toronto, ON, CA

Toronto, Ontario, Canada

Developed, deployed, and maintained CNN models for age, gender, and race estimation in order to detect mismatching identities, and analyze fairness of existing biometric modelsDeveloped CNNs to detect various forms of biometric spoofing attacks, such as homography and manipulated images

Toronto, Ontario, Canada

Acted as interim leader of the data science team. Met with company leaders regularly to discuss domain progress and challenges, and supported junior engineers/internsLed the data science team to build a data processing pipeline to analyze NMR signals end-to-endDeveloped CNNs to quantify blood metabolite concentrations in NMR signals (patented)Developed.

Singapore

Researched autoencoders and variational autoencoders for financial market latent space representationResearched reinforcement learning algorithms for trading applicationsDeveloped framework for processing data and running different ML modelsDeveloped stochastic models (gaussian process, conditional neural process) for market analysis

Singapore

Developed CNN models for detection of atrial fibrillation on 1-lead ECG signalDeveloped signal processing & machine learning programs to classify/detect various heart conditions such as atrial fibrillation, atrial flutter, ventricular ectopic beats, and myocardial injuryWrote shell script and generated detector performance reports for FDA clearance

Beijing, China

Processed ECG signals in Matlab and C++ to analyze heart beats, extract information, and project the subject's cardiac health based on information derivedDeveloped a health assessment program that combines ECG data with other physiological information to determine a person's cardiovascular health, give tips to improve their situation, and monitor their.

Annapolis, Maryland

Validated the use of bio-sensing device in monitoring lower limb venous function by developing machine learning algorithms to extract health parameters from bio-impedance signal.Designed and ran bench test experiments, prepared equipment, and acquired 100+ sets of testing data.Studied cardiovascular anatomy and bio-impedance analysis to improve signal.

Beijing, China

Developed software for analyzing gene haplotype sequences in a family, identifying crossover positions, deriving single strand sequences, and marking single nucleotide variation (SNV) mutations.Analyzed genetic mutations in cancer patients and tested software for cancer related SNV identification.

Baltimore, MD

Conducted animal experiments for safety validation of diagnostic optical device and image quality improvement.Developed software for registration of laser speckle contrast images (LSCI) and device testing procedures.Soldered instruments, hand-processed images to evaluate machine-processed image quality, assembled device from machined parts. (miscellaneous.

Master Of Science (M.S.), Biomedical/Medical Engineering

Bachelor Of Science (B.S.), Biomedical Engineering

Major focus in Medical Instrumentation and Imaging Minors in Computer Integrated Surgery, Robotics, and Mathematics

High School Diploma, Math & Sciences