Research Enrichment Program

Are you a high school student? Are you an undergraduate Student? Are you interested in doing business analytics and big data modelling? If your answers are Yes, then you have come to the right place. We have Professors who are experts in business analytics modeling can help you enrich your research experience. The projects are real-world problem solving oriented.

Let's discover your research potential and interest under our experts' guidance. Download Sample Research Projects

Download Sample Research Projects

Pre-College Research Projects

As a high school student, build your own research experience by working with Professors who are experts in business analytics and big data modeling. Topics and data are come from real world cases in financial services, energy, sustainbility, healthcare, education, and many more.


Research is what I’m doing when I don’t know what I’m doing. -Wernher von Braun

Big data modeling and mining discovers insights into day-to-day operations. How do we optimize processes and operations? What are the tools for productivity analytics? How do we intergarte systems (people, information, materials and equipments)? Where are the data? What data do we use?

Undergradute Researchers

Learn and use advanced data analytics tools. This experience will provide those underdraduate students who are interested in pursuing MS and/or PhD degrees a deeper understanding of both general data analytics techniques and a broader view on research.

Out projects are global, invloving research experts from top research institutations round the world.



Hunger Index

Do you know that in 2018, there were about 821 million hungry and undernourished people in the world? According to the United Nations report, one in nine people in the world do not have access to enough food supplies and nutrients to maintain the healthy functioning of an active life. Hunger and malnutrition are some of the biggest risks to worldwide health, posting greater threats than AIDS, malaria and tuberculosis combined. In many countries with economic slowdowns, food deficiency has increased significantly. The same scenario is currently going on in countries and regions impacted by the COVID-19 pandemic, mostly in middle-income and lower-income regions. It is saddening to fathom that one in nine people go to bed with an empty stomach every night, and one in three suffer from malnutrition at least to some extent. How do we build a Hunger Index to measure the sustainable development of nations? Which countries are most at risk for food insecurity? These are some important research questions one may want to think about.


You may have heard of the word globalization numerous times in your life. Globalization is a ubiquitous topic in the business world that never seems to be outdated. It has impacted people all around the world, contributed to sustainable development, and led to positive economic and societal changes. Globalization stimulates the economy by creating more opportunities for cooperation and interdependence between different countries, helping the world GDP grow from around 50 trillion USD in 2000 to 75 trillion USD in 2016, according to United Nations. However, with opportunity comes responsibility. Globalization also brings the world with new challenges, such as the heterogeneity in wealth distribution. How do we evaluate the extent and impact of globalization, and how do we control for and alleviate the potential negativities brought by globalization? The answers to these questions may reshape and revolutionize the future of globalization.

Aftermath of COVID-19

Recently, the Organization for Economic Co-operation and Development (OECD) reported that the COVID-19 pandemic has "triggered the most severe economic recession in nearly a century". Indeed, countries are striving to find remedies for this economic impact, taking measures to mitigate the damage on economics, industries, public health and social well-beings. Millions of people are struggling with finding stable and reliable supplies of PPE, let alone the higher unemployment rate. The Federal USA government has issued a $3 trillion Coronavirus stimulus bill to support the US economy. However, more than one third of American workers are now unemployed. Coronavirus is not the first pandemic that has severely affected mankind in history. From 1346 to 1353, the Black Death swept through Europe and took 75 to 200 million lives. The Spanish Flu between 1918 to 1920 caused 50 million deaths, and AIDS has taken 36 million deaths since 1981. The COVID-19 pandemic to date has caused about 450 thousand people to lose their lives and affected more than 8 million people around the globe. Were we ready for the COVID-19 pandemic? What can we do to help education, transportation and economics to thrive again? How can industries be more prepared for possible outbreaks in the future?

Global Warming

Global warming is becoming a major concern of industries and academia form all over the world. The global temperature has been subtly, but gradually rising over the past several decades. In fact, the last decade was the warmest decade since 1850, and sixteen out of seventeen hottest years in recorded history occurred in the last two decades. According to the world meteorological organization (WMO), the world was 1.1 centigrade warmer in 2019, compared to that in the pre-industrial period. One of the most direct and impactful damages of global warming is the rising sea levels. Since 1980, the average sea level has increased the average sea level has increased by 9 inches, at a speed of 3.4 mm per year, on average. This impact is both biologically and environmentally detrimental. Studies report that human activities and carbon emissions are the two primary causes of increased sustained temperature. What is the effect of global warming on forests? How about living creatures and water resources? Is global warming related to human diseases?

Financial Risk

Are you risk-averse or a risk seeker? Your spending and saving habits may tell a lot about your risk preference. Risk is pervasive in the banking industry, including both commercial and investment banking. It is an important factor in making rational and responsible financial decisions. The purpose of measuring risk is to be able to manage it and help people achieve more optimized decision making. Risk has a great impact on the performance of banks, you may have heard of “higher risk yields higher return” and “techniques to mitigate banking risks”, because there is not just one type of risk. For this project, you will have the opportunity to build a framework to incorporate different kinds of risk into the evaluation of bank performances. Using a data set of international banks, you will identify some financial indicators of risks and bank profitability that can be used in the model, think about how to integrate them to construct a risk index, evaluate the risk-adjusted performance of these international banks, and look for determinants or sources of poor bank performance.

Sustainable Global Energy Consumption

The global demand for electricity consumption is rising. In developed countries, this increase is even more prominent. This is due to the growths in population and economy. But what are the major sources of electricity? According to the US Energy Information Administration (EIA), nearly ten percent of the world's electricity is produced by nuclear power. Coal power supplies twenty two percent of electricity of all Organization for Economic Co-operation and Development (OECD) countries. The total per capita electricity consumption has been affected by outsourcing energy. It is expected that the global consumption of fossil fuel will decrease and the prevalence of renewable resources of energy will be expanded, according to the Paris Agreement. At the same time, energy companies are trying their best to increase production capacity so that they will be able to provide sufficient energy to meet the global needs by 2050. How do we balance the demand for utility with operations and resources? How can energy suppliers improve production efficiency safely and responsibly?

More than 0 Projects
More than 0 Research Presentations
More than 0 Students