SEE-Insight | MSU VIP

SEE-Insight is a VIP team focused on the development of computational tools to accelerate scientific exploration. Our mission is to empower researchers by creating intelligent systems that support discovery across a wide range of scientific domains. We aim to reduce the time and effort required for exploratory analysis by leveraging cutting-edge computational techniques.

Click hear to go to the SEE-Insight website

Advancing scientific data understanding through intelligent, high-performance tools.

Develops user-guided systems for data annotation and exploration workflows
Integrates machine learning, genetic search and generative models (ex LLMs)
Supports transparent and reproducible scientific workflows
Applies methods across science and engineering applications
Leverages high-performance computing for scalable experimentation and discovery

Issues Involved or Addressed

We help research labs across the university “Make research go faster” by devleoping high performace software tools that address common problems such as:

Bottlenecks in early-stage scientific exploration
Lack of adaptable tools for diverse research workflows
Challenges in evaluating and refining computational models
Need for scalable and intelligent automation in research

Methods and Technologies

Our research consistently revolves around the following themes:

High Performance Computing
Pattern Recognition, Machine Learning, and Artificial Intelligence
Image and Language Models

We also specialize in the following algorithmic areas:

Evaluation Metrics
Generative AI
Genetic Programming
Scientific Imaging

Technologies used include:

Git for code development
Markdown for documentation
Python and Jupyter Notebooks

Areas of Interest

Computer Science
Data Science
Engineering
Computational Mathematics
Biology
Medical Imaging
Artificial Intelligence
[Other relevant majors]

Preferred Interests and Preparation

The SEE-Insight team welcome students from all academic backgrounds and levels of experience. We try to promote a collaborative and exploratory environment where curiosity, creativity, and a willingness to learn are the most valuable assets.

Whether you’re passionate about coding, data analysis, scientific research, design, communication, or something entirely different, we believe there’s a meaningful project for you on our team.

During the first semester (Spring 2026), our focus will be on establishing a strong foundation for a long-term VIP team. We seek students who are independent, self-motivated, and comfortable experimenting in a dynamic, evolving environment.

Useful preparation might include:

Interest in scientific exploration and problem-solving
Openness to working with computational tools and learning new technologies
Experience or coursework in areas like programming, machine learning, or data science (helpful but not required)
Enthusiasm for contributing to a diverse and interdisciplanry team

Meeting Schedule & Location

Meeting Time: Tuesdays from 9:10am-10:00am in EB 1202
Location: Contact Dr. Colbry (colbrydi@msu.edu) for room location or Zoom link

Team Advisor