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Machine Intelligence Senior Internship (MISI)

Information for Parents & School Administrators

MISI is a 4-week internship program that prepares graduating seniors for the future of software development. Students work in small teams, guided by experienced software engineers, to build real software projects using AI-assisted development tools.

Program Overview

Software engineering is undergoing a fundamental shift. AI tools now enable developers to move from idea to working code faster than ever before. However, these tools require human judgment, engineering principles, and critical thinking to produce quality results.

MISI addresses this through two foundational curriculum tracks combined with inquiry-based project work. Students learn both the timeless principles of software engineering and the emerging skills of AI-assisted development, then apply both while building real software projects.

SWE Fundamentals Track

Establishes core engineering principles:

  • Development environment and tools
  • Version control with Git and GitHub
  • Code review and pull requests
  • Testing and debugging techniques
  • Iterative design and professional practices

LLM Fundamentals Track

Teaches effective AI-assisted development:

  • How LLMs work (conceptually)
  • Capabilities and limitations
  • Reading and verifying AI-generated code
  • Effective prompting strategies
  • AI security, ethics, and responsible use

Curriculum Delivery Model

The two tracks are front-loaded during an intensive 2-day bootcamp in Week 1, establishing shared vocabulary and foundational skills. Throughout Weeks 2-4, additional modules are delivered just-in-time as teams encounter relevant needs during project work. This approach ensures learning is immediately applicable and reinforced through practice.

Educational Philosophy

Inspired by inquiry-based learning models like the Greenwich High School Honors Science Research program, MISI empowers students to:

  • Select and scope their own projects
  • Collaborate in self-directed teams
  • Learn through building, not just lectures
  • Receive guidance from industry professionals

The Three Pillars

  • Foundational Knowledge: Two curriculum tracks establish shared skills
  • AI-Assisted Development: Students use AI tools with judgment and accountability
  • Inquiry-Based Projects: Real projects from idea to deployment

Program Structure

Aspect Details
Duration 4 weeks, 25+ hours/week (aligned with senior project/internship requirements)
Team Size 2-4 students per project team
Cohort Size 10-20 students total
Facilitation Experienced software engineers as mentors
Format In-person meetings with some remote collaboration
Prerequisites No prior coding experience required

Weekly Progression

Week Focus Curriculum Delivery Outcomes
1 Bootcamp & Team Formation Front-loaded: SWE & LLM fundamentals (Days 1-2) Core skills established, teams formed, projects selected, first code committed
2 Build & Iterate Just-in-time: Modules delivered as needs arise MVP completed, initial feedback incorporated
3 Feature Expansion Just-in-time: Advanced topics woven into work Core features complete, peer feedback, feature freeze
4 Polish & Present Capstone: Ethics discussions from both tracks Bug fixes, documentation, Demo Day, retrospective

Student Outcomes

What Students Walk Away With

  • A deployed software project they can demonstrate to colleges or employers
  • A GitHub portfolio showing real collaborative development work
  • Practical skills in AI-assisted development, version control, and testing
  • Team experience including code review, standups, and collaborative problem-solving
  • Professional network of peers and mentors in software development

For College Applications

MISI provides concrete evidence of:

  • Initiative and self-direction
  • Technical aptitude and growth mindset
  • Collaboration and leadership
  • Ability to complete complex projects

For Career Readiness

Students gain exposure to:

  • Industry-standard development workflows
  • Emerging AI-assisted development practices
  • Professional software engineering culture
  • Real-world project delivery

Supervision & Safety

Adult Oversight

  • All sessions supervised by facilitators
  • Facilitators are vetted software professionals
  • Clear code of conduct for all participants
  • Regular check-ins and progress monitoring

Responsible AI Use

  • Students learn ethical AI usage guidelines
  • Emphasis on understanding, not just generating
  • Critical evaluation of AI-generated output
  • Academic integrity principles reinforced

Frequently Asked Questions

Does this fulfill senior project or internship requirements?

We work directly with partner schools to ensure MISI meets senior project and internship requirements. The program provides documented learning outcomes, regular progress assessments, and final presentations that align with typical requirements. Contact your school counselor to confirm eligibility.

What is the time commitment?

Students should expect a substantial time commitment comparable to a part-time job or intensive extracurricular. This includes regular in-person meetings plus independent and team work time. The exact schedule is coordinated with partner schools.

Does my student need prior coding experience?

No prior coding experience is required. AI-assisted development tools lower the barrier to entry, allowing motivated students to learn alongside the tools. What matters most is curiosity, willingness to learn, and ability to work collaboratively.

How are teams and projects assigned?

Students participate in a project pitch and selection process during Week 1. They can propose their own project ideas or join teams working on projects that interest them. Facilitators guide the process to ensure balanced teams and appropriately scoped projects.

What tools and technologies are used?

Students use industry-standard tools including Git for version control, GitHub for collaboration, and AI-assisted development tools like Claude Code. Specific programming languages and frameworks depend on project needs and are selected with facilitator guidance.

Is there a cost to participate?

Program costs and any financial assistance available vary by cohort and partner school arrangements. Contact us for current information about the cohort your student is interested in.

How can our school partner with MISI?

We welcome partnerships with schools interested in offering MISI to their seniors. Partnership involves coordination on scheduling, requirements alignment, and student recruitment. Contact us to discuss how MISI can work with your school's senior project or internship program.

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Have questions or interested in learning more? We're happy to discuss how MISI can benefit your student or school.

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