My name is Anh Hoang Duc, a Business Analytics professional from Hanoi, Vietnam. I have a background in Quantitative Methods in Economics & am a co-founder of Ranalytics.vn, a group of data-addicted R users specializing in data analytics with the dream to bring the power of R & analytics to Vietnam. I am also an instructor of RStudio & Datacamp in Vietnam, providing various aspects of R such as data analysis, data wrangling, data vizualization or predictive modelling with R.
Currently, I am employed by VPBank as the head Retail Banking Analytics department in Business Intelligence Competency Center, Enterprise Data & Analytics Division. My responsibility is to build a team with strong analytics capabilities to solve a wide range scope of Analytics in Retail Banking, from standard BI to Advanced Analytics to solve real business problems within the bank. The team has been applying various techniques to help the bank understand customers better and make better decisions, such as customer segmentation, preventing customer churn, building next best offers or analyzing marketing effectiveness.
Msc in Quantitative Methods in Economics & Information System, 2014
Warsaw School of Economics
BSc in Quantitative Methods in Economics & Information System, 2012
Warsaw School of Economics
Using web scraping techniques to collect marketing data from 3rd party to measure the effectiveness of marketing campaign
Using Google geolocation service & spatial analytics to analyze customer locationd
Using text-mining techniques to have better understanding of customer transaction purposes
Using apriori algorithm to find frequent patterns and build recommendation engine for all products and customers for VPBank
Using Gradient Boosting Machine with H2O platform to predict customers who may close credit card
Build an R package to standardize & to automate common analytics tasks for Analytics team
Build a search engine to find data terms in new Data WareHouse efficiently
Build a tool to extract and separate comments & code in SQL scripts
I am teaching Data Analytics courses with Smart Train & Ranalytics:
Recently, I have joined some conferences and workshops. During which, I am very happy to share my experience on building analytics capabilities & on implementing use cases for attendees from different industries.
Apart from my work, I really enjoy my time to create shiny apps to automate some common analysis problems for my team, some of them are as follows: