William Yao, PhD

Data Scientist

Analytical minded self-starter with 8

years’ experience in programming and

data analysis. Always strive seek avenues

for collaboratoin with cross-functional

teams.

Experience Education

2022 - Current

Software Engineer - Super Micro Computer, inc

Led data extraction and evaluation efforts on user behavior to drive feature planning and improved engagement by 11%

Led efforts to improve query performance, reducing query overhead by 15%

Built a management portal in C# and SQL server to visualize and analyze the program task timelines, statuses, and provide key performance indicators for management.

Led system design meetings and daily team sync to track team project timelines.

2018 – 2022

Senior Systems Engineer - Abbott

Constructed data pipeline to transform existing data into clinically relevant predictive models using data normalization and statistical techniques (Monte Carlo, uncertainty) in MatLab and Python

Project and Technical Lead:

o Program scope and schedule definition

o Program risk mitigation

o Communicate between senior management and team,

o Oversight of multiple cross-functional inputs

SME representative: in cross-functional meetings (e.g. regulatory, marketing, and tech services)

2013 – 2017

Research Engineer – University of California: Los Angeles

Developed techniques to analyze, visualize, and summarize highly heterogenous pre-clinical datasets into meaningful insights.

2013 – 2017

Ph.D. Biomedical Engineering

University of California: Los Angeles

2008 – 2012

B.S. Bioinformatics

University of California: San Diego

Skills

Python (NumPy, Pandas,

Jupyter, Scikit-learn)

PCA, HMM, Random Forest

Time-series forecasting

Bootstrapping

OpenCV, TensorFlow, Keras

SQL-Server, SSMS

C#, MatLAB, GitHub

WebAPI, Microservices, Data

management

Contact

37595 Sea Bank St

Newark, CA 94560

510-***-****

adyzfo@r.postjobfree.com

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