This is what four weeks looks like.
Our students don't follow tutorials. They build AI that triages patients, detects phishing attacks, and uncovers bias in court data. Every project here was built by a high school student and deployed to production.
Three projects. Three students.
Zero tutorials.
These students walked in with curiosity and walked out with deployed AI solving real problems. Here is what they built.
Clinical Triage AI Assistant
Ava built an AI assistant that conducts structured patient intake conversations, asks the right follow-up questions based on reported symptoms, and cross-references a medical database to recommend triage levels. During testing against physician benchmarks, her system matched clinical triage decisions 94% of the time.
“I want to study biomedical engineering. This project showed me how AI can help doctors make faster decisions instead of replacing them. That distinction matters.”
Portfolio Risk Analyzer
Marcus built an AI tool that pulls real market data, analyzes portfolio concentration and volatility patterns, and generates a plain-English risk report anyone can understand. His system identified a hidden sector concentration risk in a sample portfolio that traditional screening tools missed entirely.
“I have always been interested in quantitative finance. Building this made me realize that the best tools don't just calculate numbers. They explain what those numbers actually mean.”
Bias Detection in Court Decisions
Priya built an AI that analyzes patterns across thousands of court sentencing records and flags potential racial and socioeconomic bias. Her system generated a detailed report identifying a 23% sentencing disparity in the test dataset, broken down by offense category and jurisdiction.
“I came in wanting to study political science. Now I'm thinking about the intersection of law and technology. This project changed how I think about fairness.”
Browse every domain
Six domains, fourteen projects. Each one aligns with a college major track and tackles a problem that companies in that industry actually face today.
AI + Healthcare
3 projects · Aligned with Pre-Med, Biomedical Engineering, Public Health, Neuroscience
Clinical Triage AI Assistant
An AI that conducts patient intake conversations, asks targeted follow-up questions, cross-references a medical knowledge base, and recommends triage levels with reasoning.
Clinical Documentation Agent
Takes doctor-patient conversation transcripts, extracts medical information, and generates structured clinical notes in SOAP format. Cut simulated documentation time by 70%.
Drug Interaction Checker
Takes a medication list, checks for dangerous interactions against a drug database, explains risks in plain language, and suggests safer alternatives when combinations look risky.
AI + Finance & Business
3 projects · Aligned with Economics, Business, Finance, Accounting, Data Science
Portfolio Risk Analyzer
Analyzes stock portfolios for risk exposure across sectors, volatility, and correlation. Retrieves financial data and generates plain-English risk reports with actionable recommendations.
Contract Intelligence Agent
Ingests contract PDFs, extracts key clauses like payment terms and liability limits, flags potential risks, and generates structured summaries with confidence scores.
Customer Service Resolution Agent
A multi-step agent that classifies customer queries, handles routine requests on its own, and escalates complex or emotional issues to human agents with full context.
AI + Law & Policy
3 projects · Aligned with Pre-Law, Political Science, Public Policy, Criminal Justice
Legal Research Assistant
Takes a legal question, searches a case law database, identifies relevant precedents, extracts key holdings, and synthesizes a research memo with proper citations.
Regulatory Compliance Checker
Takes a business practice description, identifies which regulations apply (GDPR, HIPAA, CCPA), checks for compliance gaps, and generates a remediation report.
Bias Detection Agent
Analyzes simulated court decision datasets, identifies statistical patterns between outcomes and demographic factors, and produces a bias report with fairness recommendations.
AI + Education
2 projects · Aligned with Education, Psychology, Cognitive Science, UX Design
Personalized Study Planner
Assesses knowledge through a diagnostic quiz, spots weak areas, generates a study schedule using spaced repetition, and adapts the plan based on daily progress updates.
Essay Feedback Agent
Evaluates essays across thesis clarity, argument structure, evidence quality, and grammar. Provides specific, actionable feedback and a revision plan without writing the essay for you.
AI + Cybersecurity
2 projects · Aligned with Computer Science, Cybersecurity, Information Systems, Data Science
Threat Detection Agent
Ingests simulated network logs, spots anomalous patterns, classifies threat severity, and generates an incident report with recommended response actions for the security team.
Phishing Email Analyzer
Analyzes email content, headers, and URLs for phishing indicators. Scores threat level and generates a clear explanation of exactly why a suspicious email should not be trusted.
AI + Environmental Science
2 projects · Aligned with Environmental Science, Climate Science, Urban Planning, Engineering
Carbon Footprint Analyzer
Takes operational data like energy usage and travel patterns, calculates emissions across Scope 1, 2, and 3 categories, and identifies the biggest reduction opportunities.
Supply Chain Sustainability Agent
Evaluates shipping routes by balancing cost, speed, and carbon emissions. Recommends optimal routing and generates comparison reports showing sustainability trade-offs.
The results speak for themselves
We track outcomes because outcomes matter. Not participation badges. Not completion certificates you print at home. Real metrics from a real program.
Your kid will walk out of this program with a deployed AI project, an internship certificate, and a story that admissions officers actually remember. That is the whole point.
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