Real Estate Analysis
(Power BI Dashboard)
Analysis and insights on a real estate portfolio with a Power BI dashboard.
Customer Segmentation
To be completed
An end-to-end Data Science project which profiled telecom customers with the propensity of churn. Key data science techniques used include, but not limited to clustering.
Traffic-related Problems
(Municipality Project)
[Django Web App]
To be added
Extracting insights from municipality data on traffic-related problems.
A django web app created to visualize the data and calculate hot/cold spots across the municipalities.
Insights on Loneliness
(Municipality Project On Segmentation)
To be added
Extracting insights from municipality data on loneliness.
Segmentation / profiling of persons with loneliness.
Credit Risk Analysis
(LGD, PD, EAD)
A data analysis project with python and Django.
In progress- - To be completed
Crime Analytics
(Spatial analysis)
To be completed -
A Data Science project. Analysis on crime in San Francisco (SFO) Bay Area.
Predictive Maintenance
(Asset Management)
To be completed
A web app to predict faults in an asset. A data science project.
Process Improvement: A Manufacturing Use Case
(Power BI Dashboard)
Process improvement in manufacturing.
In progress -- A Power BI dashboard showing measurements such as Rolled Throughput Yield et cetera, captured as part of the initial phases of a lean initiative to improve a manufacturing process.
Recipe Selector
(Django Web App)
In progress
An end-to-end data analysis and data science project to help food lovers select recipes. Data Science techniques applied include NLP (text mining etc).