Hanyang Li Email & Phone Number

San Francisco, Ca, Us

Mountain View, California, Us

New York, Ny, Us

• Develop standard tooling for Natural Language Processing (NLP) development in Bloomberg• Build pipelines of continuous training for language identification models used in production• Designed and implemented translation algorithms for client-facing search products, improving latency from exponential time to quadratic• Conducted research in short text language identification and NLP for news headlines

Pittsburgh, Pa, Us

Ma, 01824, Us

• Built a machine learning pipeline on AWS SageMaker for dataset preparation, optimized data loading, model training, and model evaluation with TensorFlow and Keras.• Designed and implemented ResNet models for irregular heart rhythms classification on time series ECG data, achieving 92.6% accuracy on AFib detection and 0.84 avg-F1 on five-rhythm classification.• Applied data augmentation and a custom loss function to alleviate dataset imbalance, improving baseline performance by 7.7% on atrial fibrillation detection and 11.1% on five-rhythm classification.• Wrote an API to extract model intermediate layer feature embedding as input for a Sudden Cardiac Arrest predictive model to alerts physicians of cardiac arrest risk of patients.

Houston, Tx, Us

• Tested and quantitatively evaluated the efficiency and accuracy of a novel clustering algorithm incomparison with nine commonly used algorithms on cancer subtype identification, resulting in apeer-reviewed publication on BMC Bioinformatics.• Designed graphical user interfaces for a novel microscopy image analysis program, resulting in apeer-reviewed publication on the Journal of Neuroscience Methods.• Processed images of neural progenitor cells for further analysis of neural network formation.• Developed algorithms to characterize DNA transcription sites in breast cancer cell nuclei.

Houston, Texas, Us

• Conducted literature review on protein-drug interactions, identifying five types of conservedstructures (hotspots) in human protein kinases associated with drug resistance mutations.• Collected and analyzed protein sequence data, revealing precise locations of hotspots in over 400human protein kinases.• Overlapped hotspots with public cancer-related mutation data, discovering 10 novel mutationpatterns in human kinases potentially responsible for anti-cancer drug resistance.

Houston, Tx, Us

- Conducted literature review on current research and summarized findings on biocompatible materialhydrogel to assist with conceptualizing new research targets.- Assisted in synthesizing a new type of hydrogel featuring self-stiffening capability.- Conducted mechanical characterization of the hydrogel to analyze its properties.

Master Of Science - Ms, Machine Learning

Bachelor Of Science In Bioengineering, Bioengineering And Biomedical Engineering