Shanchun Mou Email & Phone Number

Montreal, Quebec, Canada

台灣 臺北市

➤ Designed and implemented a data pipeline leveraging encryption, containerization technology, and Azure cloud services to integrate over 5 different data sources. This service run over 400+ data pipelines , handling over 500GB of data daily.➤ Optimized legacy recommendations services by refactoring data pipelines and services using design patterns. Conducted daily model computations and retraining, as well as weekly hyperparameter adjustments, resulting in a 50%+ increase in service stability and a 10-15% increase in customer browsing of property listings. ➤ "AI Personalized Intelligent Recommendations" service was honored with the Bronze Awards for Best Precision Data Application in Marketing and Best AI Application in Taiwan.➤ Designed and implemented containerization of all data pipelines using Docker and Podman, monitoring of the lifecycle and data quality of each pipeline through analyzing logs, and monitoring reports using Power BI.➤ Manage 4 virtual machines and migrate services on these VMs to the company's newly established Kubernetes cluster.➤ Utilized Azure Databricks and PostgreSQL to developed an Personalized Realty Recommendations service and implement MLOps.➤ Integrated databases from over 10 departments within the company and implemented data governance practices tailored to each data source to prevent data silos.➤ Proactively shared learning insights with the team, fostering team growth.

台灣 臺北市

➤ Delivered a Point of Interest (POI) sales forecasting project for the largest B2C e-commerce platform in Taiwan, improving accuracy by 10-15% compared to the benchmark.➤ Migrated legacy data pipeline code from R to Python, enhancing maintainability, flexibility, and compatibility with modern data tools and frameworks.➤ Utilized GCP BigQuery to analyze daily logs of over 1TB+ from e-commerce user operations.➤ Designed and created data models to support reporting and data management processes.➤ Designed and implemented data synchronization routines from Google Cloud Storage (GCS) to the data warehouse (BigQuery). Conducted database performance monitoring and tuning.➤ Build up a Spark cluster on GCP for analyzing e-commerce user operation logs and model training.➤ Implemented containerization technology (Docker) for distributed training of daily prediction models on GCP.➤ Established an ETL pipeline and visualized trends in government agency personnel using PowerBI.

中國 上海市

➤ Implemented data analysis on the production side as a critical quality control measure, enhancing product stability and reducing monthly customer complaint rates by 63% and annual complaint rates by 47%.➤ Assisted Alibaba's (Hema) supermarket in developing new custom beer varieties. Devised flavor profiles and sales strategies based on consumer data, achieving nearly 300% annual growth in product sales within one year.➤ Serviced 5+ contract brewing clients, producing various styles of beer tailored to each client's specific requirements, and ensuring timely delivery within deadlines, with 0 delays.➤ Worked closely with brewing team to develop packaging designs, branding materials, and go-to-market strategies for each beer product.

中國 廣東省 深圳

➤ Zhangmen Brewery offers over seventy diverse styles of craft beer. With branches located in Taiwan, Hong Kong, Shenzhen, Suzhou, and other places.➤ Supervised and trained 3 teams of employees in sales, merchandising, and inventory control.➤ Developed weekly schedules per payroll guidelines while accounting for employee and store needs.➤ Inaugurated 3 physical stores, spanning across Taiwan and China during tenure.

台灣 Taiwan 臺東市

➤ Assisting in organizing real-time hydrological data within the jurisdiction of the River Authority and regularly maintaining monitoring equipment for 10+ rivers, ensuring zero down time during my service.