Edward Cheng Email & Phone Number

Kowloon, Hong Kong

Hong Kong Sar

• Manage data warehouse / lake house on Databricks • Develop ETL jobs and data pipelines for sales analytics and business reports, which includes in-house sales and marketplace API data• Handle daily data requests and monitor daily operations• Handle advertising data like Google Ads, Facebook Ads, NAVER; marketplace data including Rakuten, Shopee, Amazon, etc.• Handle web analytics data as in GA4• Develop a knowledge based Slack chatbot (Gen AI, prompt engineering… Show more • Manage data warehouse / lake house on Databricks • Develop ETL jobs and data pipelines for sales analytics and business reports, which includes in-house sales and marketplace API data• Handle daily data requests and monitor daily operations• Handle advertising data like Google Ads, Facebook Ads, NAVER; marketplace data including Rakuten, Shopee, Amazon, etc.• Handle web analytics data as in GA4• Develop a knowledge based Slack chatbot (Gen AI, prompt engineering, retrieval-augmented generation, vector database)• Develop recommendation model (Pytorch, ML Ops)Tools:PySpark, Databricks Workflow, Fivetran etcAWS Lambda, ECR, DMS, S3, Cloudwatch, ClickStream etcDockerPineconeOpenAI, Databricks Servings with Llama2 and BGEHightouch, Braze, APIFY Show less

Hong Kong Sar

• Work for FWD DataLake Team in multiple data pipeline projects, including marketing campaign, CRM, IFRS• Responsible for buiding on-premise ETL jobs by utilizing PySpark, Linux Shell and Apache Oozie• Manage data storage on Hadoop and Hive database• Convert insurance business logic to codes, and health check data / business integrity in every spint• Conduct SIT plans with help of SQL, HiveQL and Python• Migrate ETL piplines to Azure Data Factory and host Spark jobs on… Show more • Work for FWD DataLake Team in multiple data pipeline projects, including marketing campaign, CRM, IFRS• Responsible for buiding on-premise ETL jobs by utilizing PySpark, Linux Shell and Apache Oozie• Manage data storage on Hadoop and Hive database• Convert insurance business logic to codes, and health check data / business integrity in every spint• Conduct SIT plans with help of SQL, HiveQL and Python• Migrate ETL piplines to Azure Data Factory and host Spark jobs on Databricks• Prepare Tableau data sources for business teams• Assist team lead in project management Show less

Hong Kong Sar

1. Use spreadsheet to control election candidates' requests of voters' data2. Cater candidates upon their needs, through phone, email and in person3. Prepare documents of undertaking regarding legal terms

Hong Kong Sar