David Liau Email & Phone Number

Bothell, Washington, United States

Spearheaded the deployment of the first prescriptive analytics platform within local and targeted marketsCreated and deployed thorough end-to-end model (95% accuracy); identified valuable KPI's to generate revenue uplift and cost reductionMentored business units on data collection, governance, and documentation for cross-industry datasetsPerformed end-to-end root cause analysis for operational efficiency resulting in a $400,000 ROIFully completed 10+ consulting project lifecycles in industries ranging from retail to insuranceExtracted, processed, and presented data analysis insights through Python and Tableau to business executives Leveraged DS libraries (Pandas, Scikit-Learn, Tensorflow) for systematic feature generation of 10,000+ features

Greater San Diego Area

Formulated new search architecture using React-Redux and GraphQL, improving communication between multiple APIs;Implemented automated tests parsing through over 5,000 lines of Javascript/HTML code using Cucumber, Watir, and Ruby; Maintained a biological macromolecular data bank website visited daily by over 2,000 users; Utilized NodeJS, NightwatchJS and Selenium to implement automated tests for over 40,000+ distinct protein sequences

Contacted alumni, graduate students and professors from prestigious universities to present at the conference;Created an agenda for the International Cognitive Science Conference logistics, including scheduling, volunteers and dining

Implemented linear and logistic regression, SVMs, Neural Networks, and other fundamental concepts related to Machine Learning;Authored and published a 50-page introduction to Artificial Intelligence and Machine/Deep Learning intended for a userbase of 500+ people;Communicated with Mandarin and English speakers while reviewing teaching material for the course

Greater San Diego Area

Communicated with Mandarin speakers, directing them through an experimentCoordinated with a graduate student over scheduling and running experiments, as well as modifications in data collectionGathered and analyzed data concerning temporal and spatial recognition differences between English and Mandarin speakers

Master'S Degree, Data Science And Machine Learning

Bachelor Of Science - Bs, Cognitive Science - Machine Learning And Neural Computation