High School to University-Ready

First Three Projects Shipped (Beginner to Public App)

Year 1: Computing literacy is the foundational skill of the 21st century. Python is the right first language — used in AI, data science, and automation.

5 milestones

1. 1Write and run your first Python program
2. 2Build programs using data structures
3. 3Write functions and handle errors
4. 4Build a real project from scratch
5. 5Ship something others can use

Read 12 Books in a Year

Year 1: Reading 12 books a year builds the vocabulary and analytical thinking that all other academic work depends on.

3 milestones

1. 1First 3 books complete — 3 reflections submitted
2. 26 books complete — halfway reflection on reading habit
3. 312 books complete — full list with one-paragraph reflections for each

Run Your First 5K Race with a Chip Time

Year 1: Physical baseline established early prevents the fitness drop that derails most students in exam years.

3 milestones

1. 1Run 5K continuously in training
2. 2Run a 5K race-pace simulation on a measured course
3. 3Race day — collect your official chip time

Lead a Study Group From Zero to Sustained

Year 1: Leading a study group builds the facilitation and communication skills that universities are looking for in applicants.

5 milestones

1. 1Recruit a group with zero institutional leverage
2. 2Run the first session and set the format
3. 3Sustain the group through the first attrition
4. 4Hand off a piece of the leadership
5. 5Reach a defined endpoint with the group intact

Build and Deploy Your First Web App

Year 2: Shipping something that works on the internet is the most concrete proof of applied technical skill a 15-year-old can produce.

5 milestones

1. 1Understand how the web works
2. 2Build a working frontend with HTML and CSS
3. 3Add interactivity with JavaScript
4. 4Connect a backend and serve real data
5. 5Deploy your app to a real URL

Rigorous Course: Project Deliverable + Certificate

Year 2: Completing a rigorous online course (MIT OCW, Coursera, or similar) in a subject you are not taught in school proves intellectual range.

3 milestones

1. 1Choose a free course and complete the first quarter
2. 2Reach halfway with evidence of active engagement
3. 3Complete the course and produce one applied output

Write and Publish an Essay

Year 2: A published long-form essay — read by strangers — proves writing that works beyond a teacher's marking rubric.

3 milestones

1. 1Develop thesis and outline the argument
2. 2Write full draft and collect structural feedback
3. 3Essay accepted and publicly published

Mentor Ten People Toward a Real Goal

Year 2: Optional stretch goal. Mentoring 10 younger students in one area of expertise proves you understand something well enough to teach it — ambitious but achievable for a Grade 10–11 student with genuine subject depth.

5 milestones

1. 1Build a mentee pipeline and intake process
2. 2Reach 5 active mentees with evidence of real guidance
3. 3Document measurable progress across all mentees
4. 4Reach all 10 mentees with sustained engagement
5. 5Show durable outcomes after mentoring ends

Ship AI Products in Production

Year 3: Optional stretch goal. Completing even the first 3 milestones of the AI Engineer outcome produces stronger evidence than most A-level computing coursework.

6 milestones

1. 1Set up your AI development environment
2. 2Ship your first LLM-powered feature to a public URL
3. 3Build and deploy a RAG system with source citations
4. 4Implement function calling with two live external tools
5. 5Build and evaluate an autonomous multi-step agent
6. 6Ship an AI product with 10 active real-world users

Write and Publish a Research Paper

Year 3: Writing a structured research paper forces you to engage with academic sources, form an original argument, and write to a standard reviewers can assess.

3 milestones

1. 1Research question and methodology defined
2. 2Draft submitted for review
3. 3Paper accepted and published

Get Your First 10 Paying Customers

Year 3: Optional. Getting 10 paying customers for anything — tutoring, a digital product, a service — is the most compelling evidence of practical capability a university applicant can produce.

3 milestones

1. 1First paying customer
2. 25 customers
3. 310 customers

Organise a Community Event (50+ Attendees)

Year 3: Organising a 50+ person event proves project management, community leadership, and the ability to make something happen without institutional backing.

3 milestones

1. 1Event concept, venue, and co-organisers confirmed
2. 250+ RSVPs — logistics locked
3. 3Event delivered — photo + attendance count + brief submitted

Make Your First Open Source Contribution

Year 4: Optional. A merged open-source pull request is something a university admissions officer can verify directly — more credible than any grade.

3 milestones

1. 1Understand a project codebase
2. 2Draft first PR
3. 3PR merged

Deliver 10 Public Talks

Year 4: 10 public talks (school debates, community presentations, recorded talks) build the communication confidence that distinguishes candidates at interview.

3 milestones

1. 1Prepare and deliver your first two talks with immediate self-reflection notes
2. 2Deliver talks 3–6 and collect one piece of specific feedback per talk
3. 3Complete talks 7–10 with documented evidence and a reflection on what changed

Grow a Business to $1,000 MRR

Year 4: Optional stretch goal. $1K MRR from a student project is the strongest possible signal of entrepreneurial capability.

5 milestones

1. 1Validate the problem with 10 real conversations
2. 2Build and launch your minimum viable solution publicly
3. 3Collect your first payment from a stranger
4. 4Reach $100 Monthly Recurring Revenue
5. 5Hold $1,000 MRR for 30 consecutive days

Coach Someone for Free for One Year

Year 4: Optional — the highest-commitment step on this path. Coaching one person for a full year proves sustained dedication to others' development. Achievable but demanding alongside exam preparation; include only if the student has a genuine ongoing coaching relationship.

3 milestones

1. 1Coaching agreement signed — first 3 months of monthly logs
2. 26-month check-in — coachee progress documented
3. 312 months complete — full session log and coachee reflection submitted