> Data^Impact

[ run with purpose ]

  • Data to the power of impact.
  • Transforming data into real-world impact.
  • Explore. Model. Decide. Impact.

> Data^Impact LabData science for real-world impact.

We develop statistical, AI and data-driven approaches that turn complex data into useful insights, tools and decisions.

Explore our approach View projects
  • StatisticsSound foundations
  • Machine learningPractical models
  • VisualisationClear communication
  • Real-world applicationsQuestions that matter

what we do

Methods with a purpose.

We connect rigorous analysis with practical questions, making data easier to understand and use.

Data science & statistics

Explore patterns, quantify uncertainty and build a sound foundation for decisions.

AI & machine learning

Develop models and tools that help turn complex information into practical solutions.

Visualisation & dashboards

Make information accessible through clear visuals and interactive ways to explore data.

Real-world problem solving

Start with the question that matters, then choose the methods that can make a difference.

how we work

Explore. Model. Decide. Impact.

Every piece of work follows the same path, from an open question to a result someone can act on.

  1. 01

    Explore

    Understand the question, the people it affects and the data available. Look before modelling.

  2. 02

    Model

    Choose statistical and machine learning methods that fit the problem, and be honest about uncertainty.

  3. 03

    Decide

    Turn results into clear visuals and plain-language findings that support a real decision.

  4. 04

    Impact

    Share the story behind the work so it reaches the people who can use it.

projects

Where ideas become useful.

A space for our work, from exploratory analysis to practical data tools.

project showcase

Room for meaningful work. Coming soon.

Project stories will be added here as the portfolio grows. Each will share:

  • The question
  • The approach
  • What the work makes possible

[ Research & analysis / AI applications / Data tools ]

people

Different perspectives. Shared curiosity.

Data^Impact brings together people interested in using data, statistics and AI to address real problems.

Portrait of Kangning Du

Kangning Du

Portrait of Evan Cao

Evan Cao

Portrait of Jie Kang

Jie Kang

contact

A good question is a great place to start.

Interested in a project, a research idea or a potential collaboration? We would like to hear what you are thinking about.

Contact details coming soon. A direct way to reach Data^Impact will be added here.