Amos Fung
Machine Learning Engineer with experience in SQL, Python, NLP, and Javascript. A flexible individual seeking to satiate a natural curiosity for a variety of sciences and technologies. Extensive history of teamwork and collaboration through production of clinical trial gene therapies and Machine Learning Engineering in a start-up environment.
Material Plus
Machine Learning Engineer
June 2021 - Present
Engineer, deploy, and monitor APIs for enterprise XGBoost machine learning applications in parallel cloud environments. Develop and design ML clustering models for customer behavior segmentation and similarity detection. Modernize linear and logistic bagging applications for predicting drivers of brand outcomes. Communicate with stakeholders and clients to elucidate ML concepts and align ML technical requirements with business objectives. Create and optimize PySpark data processing pipelines for analysis of client data with millions of records.
Sci Find
Machine Learning Engineer
September 2020 - June 2021
Developed the primary data processing pipelines, including modules for similarity detection, unsupervised clustering, and NLP. Generated BI data and visualizations for market research from web scraping. Developed a Node web application deployed through AWS lambda. Analyzed and collected app data with Google Analytics and Customer.io.
City of Hope
Research Associate
March 2019 - March 2020
Employment Duration1 yr 1 mo Developed method for for high sensitivity detection and prediction of phase I gene therapy products for Sickle Cell Anemia using Poisson distribution based discrete probability. Assisted with QC and correlative studies for ongoing trials in HIV and leukemia gene therapy treatments. Maintained cGMP documentation for FDA compliance