Tan Siang Long Herman

Adjunct Research Fellow

Research Interests

Predictive Analytics with Big Data, Retail Supply Chain Analytics, Data Warehouse Architect, ETL Development, Data modelling and design, Data infrastructure, CRM and Customer Analytics

Principles of Machine Learning
Deploying Machine Learning in Production System
Interpretable Machine Learning
Data Cleaning and Big Data management
Data Sandbox for Analytics
Supply chain analytics
Demand forecasting
Predictive Customer Analytics with Big Data
Loyalty and CRM Analytics.
System selection, implementation and operation
Campaign performance evaluation
Developing 360 data integration for customer analytics
Customer segmentation frameworks
Campaign response modeling

Data Warehouse Architect
ETL Development, Data modelling and design.
Certified BI Professional with specialization on data modelling.

Retail strategy development.
Integrating IT into retail operations in the most effective way.
Training on Retail skills in strategy, planning and execution.
Developing Data infrastructure for successful retailers.

Adoption of Open Source Software in Commercial Environment

Specialties:
Customer analytics, Business Intelligence, Retail training, Retail strategy
Open Source Software adoption for busines
Pentaho, SQL Server Analysis Services, Data Warehouse Automation, Wherescape,
DBMS: Oracle, SQL Server, MySQL, Hive, Spark SQL
Analytics: R, Python, R Studio, Jupyter, Qubole