Andy Liang Email & Phone Number

Anaheim, California, United States

- Designed and implemented automated large-scale ETL data pipelines, database schema, and real-time data visualization with PowerBI for business operations.- Utilized large language models (LLM), prompt engineering, and Retrieval-Augmented Generation (RAG) for process automation such as unstructured data (pdfs/images/web) extraction, customer/logistics conversion recommendation system, and AI assistants.- Applied machine learning in abnormally detection, demand and inventory forecasting, and customer segmentation.

Orange, California, United States

• Led the design and implementation of data processing and machine learning pipelines for data science projects in lab• Conducted research on longitudinal data and time-series neural signals, leading to two publications in preparation• Collaborated with three external research institutes to explore and implement new research ideas

Orange County, California, United States

• Led data curation for a yearlong survey study, resulting in a dataset for multiple high-profile publications• Published 5 papers and gained 200+ total citations through collaboration with external and internal researchers• Enabled processing and modeling for large-scale neuroimaging data on high-performance computing cluster and AWS

Baldwin Park, California, United States

• Boosted website traffic and sales conversions via SEO content creation and data analysis from Google Analytics• Organized product trade show in Consumer Electronics Show (CES) and acquired new customers• Collaborated with cross-functional global teams for seamless product production and on-schedule delivery

Phd, Computational And Data Science

Ms, Information Systems And Decision Science

Bs, Business Administration And Economics

1+2+1 Sino-American Duel Degree Program with Guangdong University of Finance and Economics