Shi-Lin (Anthony) Wang Email & Phone Number

London Area, United Kingdom

Shenzhen, Guangdong, China

Huawei is a global leading, multinational tech company of ICT and smart devices.Responsibilities:• Worked closely with accountants to clarify their pain points, identify opportunities, and optimize their workflows.• Designed, implemented and optimized data models, schema, data pipelines for downstream usage (dashboards & ML applications).• Played an integral role in developing end-to-end ML solutions including training, deploying and monitoring.Achievements:• Achieved searching in real-time by implementing an streaming data pipeline (from s3 to ElasticSearch) using Spark and Flink.• Implemented an ETL pipeline to combine 5+ tables from Hudi (1M+ records) into CSV files on s3 for a recommender system.• Built and administered 3+ MLOps pipelines to streamline ML models’ automatic training and deployment workflow.• Reduced 13% of CPS by improving query understanding through developing a semantic NLP model based on fine-tuned Bert.• Decreased 15% invoice duplicates by comparing keywords extracted from remarks using a Bert-based POS tagging model.• Contributed 5+ internal blog posts and 1 department level technical presentation on data architecture & ML system.

Yilan County, Taiwan, Taiwan

Singapore, Singapore

A*Star is a leading research institute in computational modeling. Our team aims to leverage AI for energy industry.Responsibilities:• Participated in large scale parallel simulations of oil and analyzed data with scientists to predict the melting point of oil.• Conducted literature reviews to provide recommendations for latest methodology and reported in weekly group meeting.Achievements:• Established an automatic ETL pipeline for downstream OLAP process using SQL, Airflow and Python.• Conducted analysis through multivariate statistical methods and visualized the POC results using streamlit.• Enhanced code quality by developing 10+ test cases, identifying 1 logical bugs and increasing test coverage by 5% (Pytest).

Taipei City, Taiwan

Master Of Science - Ms, Computational Science And Engineering, 5.42/6

Bachelor Of Science - Bs, Engineering, 3.57/4.3