Xiangling (Monika) Liu Email & Phone Number

San Francisco, CA, US

Salt Lake City, Utah, United States

• Focused on networking and AI/ML implementation on distributed clusters using Kubernetes and Slurm.
• Developed Encoder/Decoder models for Indic Translate, translating Wikipedia data into Indic languages to expand datasets for Indic foundation model training.
• Optimized cluster size for distributed training using ZeRO techniques for vRAM optimization, improving efficiency in large-scale AI model training.
• Prepared data for various projects, including multilingual audio datasets for training ASR models and developing multilingual ASR systems for Indic languages.

Washington, District Of Columbia, United States

• Analyzed and developed web‑based data visualization for large‑scale datasets from Food and Agriculture Organization of the United Nations(FAO) and US State Greenhouse Gas Emission(GHG).
• Developed the complete pipeline to process public sector data in Python, including a requests‑based web crawler for data polling, cleaning and pre‑processing of data for Postgresql database

Beijing, China

• Used R to analyze and visualize data of industrial activities and public health, wrote reports to address industrial activities’ impact on the environmental performance and public health in industrial cities
• Worked in a team and co‑organized a 5000‑visitor exhibition ”WWF No Plastic in Nature Immersive Art Exhibition” to raise public awareness of plastic pollution and promote the zero‑plastic lifestyle

Master Of Science - Ms, Data Science

Master Of Science In Public Policy And Management, Data Sicence

Courses: AI/ML, Data Structures, Data Science, DB Management, Large‑scale Computing, Statistical Reasoning

Bachelor Of Arts In Foreign Language And Literature, Foreign Language

Minored in International Relations