Go from Beginner to Building AI-Powered Apps in 5 Months
Build 5 real projects — including a full-stack AI-powered capstone — and graduate with a portfolio that proves you can ship.
A structured, project-first program for beginners and early-intermediate learners. Personalized to your level, interests, and goals.
Why Most Learners Struggle
Learning to code in Japan often means navigating a maze of disconnected resources, generic curricula, and unclear outcomes.
No Clear Direction
Endless tutorials and resources, but no structured path from beginner to job-ready professional.
Overwhelming Content
Too many frameworks, languages, and tools — without guidance on what to learn and in what order.
No Personalization
One-size-fits-all bootcamps ignore your existing skills, goals, and pace of learning.
Unclear Career Outcomes
Completing a course is one thing — landing a real role and building a meaningful career is another.
A Structured, Guided Path Forward
We combine the best of human mentorship and adaptive AI into one cohesive learning experience.
The Hybrid Learning Model
Live instructor-led sessions provide structure, accountability, and real-world insight. Our AI tools deliver scalable, personalized practice exactly when you need it. Together, they create a learning environment that adapts to you — not the other way around.
Human Mentorship
Direct guidance, code reviews, and career coaching from experienced developers.
AI-Powered Tools
Adaptive practice, instant feedback, and personalized recommendations 24/7.
Personalized Roadmap
Every learner gets a unique plan based on their assessment results and goals.
How It Works
Step 1
Live Initial Assessment
Begin with a face-to-face online session with an instructor. We get to know your background, goals, and current skill level — and you get to know us.
Step 2
AI-Powered Self-Paced Evaluation
Complete an adaptive AI evaluation at your own pace. The system identifies your strengths, gaps, and learning style with precision.
Step 3
Second live assessment to confirm course commitment, expectations and goals
A live one-on-one session to confirm your commitment, align on expectations, and define the goals that will shape your course experience.
Step 4
Begin Your Structured Course
Start learning with instructor-led sessions, AI-assisted practice, and real-world projects — all aligned to your roadmap.
What Is Full Course: AI-Powered Software Development?
AI-powered software development is the practice of building applications while using AI tools to accelerate, enhance, and guide the development process.
Instead of replacing developers, AI acts as a real-time assistant—helping you write code, solve problems, and learn faster.
How AI Helps You Build Software
Write code faster
AI can generate functions, components, and boilerplate instantly—so you spend less time on repetitive work and more time on meaningful logic.
Understand complex concepts
Stuck on an error or unfamiliar topic? AI can explain code, debug issues, and break down concepts in real time.
Improve code quality
AI can suggest better patterns, catch mistakes, and help you refactor code into cleaner, more maintainable solutions.
Learn more efficiently
Instead of searching through dozens of tutorials, you get personalized guidance exactly when you need it.
Build more ambitious projects
With AI handling low-level friction, you can focus on building real-world applications sooner.
What This Looks Like in Practice
- Generating a React component from a simple description
- Debugging an API error with step-by-step guidance
- Getting instant feedback on your code
- Building full features with AI-assisted iteration
- Learning new frameworks with on-demand explanations
Why It Matters
Software development is evolving. AI is becoming a standard tool in every developer's workflow, much like:
Developers who know how to use AI effectively will:
Development With AI vs Without AI
Traditional Development
Without AI
How it works
- •Write and debug everything manually
- •Learning relies on documentation, tutorials, and trial-and-error
Strengths
- Strong foundational understanding
- Predictable and controlled workflows
- Deep problem-solving skills
Challenges
- Slower development speed
- High friction when learning new tools
- Time lost searching for answers and debugging
AI-Powered Development
With AI
How it works
- •Collaborate with AI tools during development
- •AI assists with coding, debugging, and learning in real time
Strengths
- Faster development and iteration
- Immediate feedback and guidance
- Easier to learn new technologies
- Reduced time on repetitive tasks
Challenges
- Requires judgment to evaluate AI output
- Risk of over-reliance without understanding fundamentals
- Still needs strong core knowledge to use effectively
The Most Effective Approach
The best developers don't choose one or the other—they combine both.
Fundamentals give you understanding and control. AI tools give you speed and leverage.
Learning to code is still essential. But learning to code with AI is what makes you truly effective in today's landscape.
Why Choose Signal Works LMS?
Adaptive Learning
Practice with challenges tailored to your skill level and learning progress
AI-Powered Tutoring
Get personalized help from our AI tutor with context-aware hints and explanations
Real Projects
Build portfolio-worthy projects with integrated GitHub workflows and automated code reviews.
Multilingual Support
Learn in your preferred language with full support for English and Japanese, with more languages coming soon.
Progress Tracking
Monitor your learning journey with detailed analytics, streak tracking, and skill mastery indicators.
Comprehensive Courses
Learn from structured courses covering programming fundamentals to advanced topics
What You'll Learn
Our comprehensive curriculum covers everything from fundamentals to advanced topics, all tailored to your learning pace.
Foundations
- Programming Logic & Problem Solving
- Version Control with Git & GitHub
- Application Deployment
Frontend Development
- HTML, CSS, JavaScript & TypeScript
- React, Next.js & Modern Frameworks
- Responsive Design & UI/UX Principles
Backend Development
- Node.js, Express & API Design
- Database Design (SQL & NoSQL)
- Authentication & Security Best Practices
What You Will Achieve
Every milestone is designed to move you closer to a real, meaningful career in tech.
A Professional Portfolio
Build deployed, real-world projects that showcase your skills to employers and clients.
Job-Ready Skills
Master the practical, in-demand technologies that companies are actively hiring for today.
AI Workflow Mastery
Learn how to integrate AI tools into your daily development workflow as a true productivity multiplier.
About the Instructor
Hi, I'm Trevor — a software professional and educator with experience working in international technical support, software development, and DevOps environments.
Over the past few years, I've worked with cloud-based platforms, APIs, and modern web technologies, helping both companies and individuals solve real technical problems. My work has involved everything from debugging production systems to building full-stack applications and supporting enterprise clients in both English and Japanese.
What I've learned through that experience is that the biggest gap for most learners isn't access to information — it's knowing what to focus on, how to practice effectively, and how to apply skills in real-world scenarios.
That's exactly what this program is designed to help with.
Rather than just teaching concepts, I focus on helping you build practical skills through guided projects, structured learning paths, and real coding challenges. The goal is not just to understand development, but to become confident using it in real situations.
Whether you're starting from scratch or leveling up your existing skills, I'm here to help you move forward with clarity and purpose.
What Students Say
“Working with Trevor was awesome. Being new in the field of software development I needed a knowledgeable and communicative mentor who could really help me improve my skills. Trevor was exactly that. His code reviews of my projects made in SDMM showed me how to write functional, effective, and efficient code. I'm a much better developer because of him. He is one of the people who have really helped me succeed in this field.”
“I first met Trevor in a software development mentorship program. I was met with kindness, patience, and a tailored approach to teaching the complex world of software development. Trevor has an undeniable grasp of the fundamentals and is passionate about transferring his knowledge to his students. He always put an emphasis on gaining a deeper understanding of fundamentals like debugging, functional organization, and readability, ultimately helping us construct a developer mindset. Looking back at the program now big picture concepts were also something Trevor sought to help us understand which has always stuck with me. With his guidance and teachings I felt confident and prepared to step into my first software developer role after completing the program.”
“I had the pleasure of working with Trevor through the SDMM online program, and I cannot speak highly enough about his expertise and friendliness. His lessons were insightful and engaging, making complex coding concepts feel accessible to beginners like me. Throughout the program Trevor showed a dedication and passion for helping others grow their skills. He always provided clear and concise explanations and would review my coding projects, offering constructive feedback that helped me learn and succeed in the program. Trevor was always knowledgeable and yet so down-to-earth, making the experience very enjoyable. I am grateful for the opportunity to learn from Trevor and I wholeheartedly recommend him as a mentor in the world of programming.”
Choose Your Path
Two tracks for different starting points — same hands-on instructor support, same personalized approach.
Code-first · No AI shortcuts
Foundations Course
AI-powered workflow from day one
Full Course
Every course includes:
- AI-powered skill assessment
- Personalized roadmap delivered after your assessment
- 1-on-1 roadmap review session with your instructor — discuss your plan, goals, and the best path forward before committing
- Live instructor-led sessions throughout
- Real-world portfolio projects tailored to your interests
- Code reviews and ongoing feedback
- Bilingual support (English & Japanese)
- Discounted extensions — stay as long as you need
Foundations graduates receive 50% off the Full Course.
Payment plans available — ask about installment options.
Foundations Course
You write every line of code yourself. No AI generating code for you — and that's intentional. Master the fundamentals the right way before adding AI to your toolkit.
A focused 3-month program for complete beginners. You will learn HTML, CSS, and JavaScript from scratch — writing every line yourself. Building without AI assistance is how you develop genuine problem-solving instincts and a deep understanding of how code actually works. No prior experience needed. Students who want to continue beyond 3 months can extend at a discounted rate.
What You'll Learn
Web Fundamentals
- Build and style web pages with HTML and CSS
- Make pages interactive with JavaScript
- Understand how browsers render code
- Set up a local dev environment and use VS Code confidently
JavaScript & Logic
- Write functions, loops, and handle events
- Work with APIs and fetch live data
- Debug effectively using browser dev tools
- Read and understand code written by others
Build & Ship
- Manage your code with Git and GitHub
- Deploy a live site using Vercel
- Introduction to React and component thinking
- Get your first look at AI tools — understand what they do before you rely on them
Your 3 Projects
These are sample projects. Your actual projects will be tailored to your interests and personality.
Your first live website — built from scratch, deployed to the internet, and yours to keep.
A dynamic, data-driven app that responds to user input and fetches real information from an API.
A project of your own choosing — combining everything you've learned into something you're proud to show.
Who This Is For
- Complete beginners with zero coding experience
- Those who tried tutorials but never finished a real project
- People who want a structured, supported start
- Those considering the Full Course but wanting to test the waters first
- Those who have already built projects in JavaScript or React
- Those looking for advanced topics or full-stack development
- Those expecting results without consistent effort
- Those unwilling to write and review code hands-on
3 months · ¥150,000 · Limited seats per cohort
Learn MoreWant more time? Extensions are available at a discount — stay connected until you're ready to level up.
Which course is right for you?
You write every line yourself — no AI generating code for you. Build genuine fundamentals in 3 months.
Build full-stack apps with AI as your daily development partner from day one. 5 months.
Foundations Course graduates receive 50% off the Full Course.
Full Course: AI-Powered Software Development
Build real applications from scratch to production — with an AI-leveraged workflow that mirrors how professionals work today.
Designed for beginners and early intermediate learners ready to go all the way, this 5-month program takes you from writing your first line of code to deploying a full-stack, AI-powered application you built yourself. You will learn how to read real source code, navigate professional codebases, and use AI tools like GitHub Copilot and Claude as a daily part of your development workflow. Students who want to keep the support going beyond 5 months can extend at a discounted rate — stay connected until you feel confident enough to go out on your own.
Learn MoreWhat You'll Learn
Foundations & Dev Environment
- Build and publish your first webpage from scratch
- Read, navigate, and understand real source code
- Manage code with Git and work like a professional
- Set up a local dev environment and deploy a live site
Full-Stack App Development
- Build complete, interactive apps with React and Next.js
- Connect a backend, database, and user authentication
- Deploy a production app end-to-end on Vercel
- Design responsive UIs that look great on any device
AI-Leveraged Workflow
- Use GitHub Copilot and Claude as daily coding tools
- Generate and iterate on code using effective prompts
- Debug faster with AI-assisted code review
- Ship apps with AI-powered features built in
Example Projects
These are sample projects to illustrate the kind of work you'll do. Your actual projects will be tailored to your current level, interests, and personality.
Build and deploy a professional portfolio using HTML, CSS, and JavaScript. Your first live project on the internet.
A dynamic, component-driven app built with React — state management, hooks, and real user interaction.
Next.js frontend connected to a database with user authentication, CRUD operations, and a live deployment.
Consume external APIs and build a data-driven dashboard with charts, filters, and a real backend.
A full-stack application of your own concept, built with AI assistance throughout — from architecture to deployment. This is the project you show employers.
Final Project
Your Capstone Project
The project that defines you.
Your capstone is a full-stack, AI-powered application that you design, build, and deploy from scratch. Tailored to your interests — and the first thing you show in interviews.
- A real portfolio piece, not a tutorial clone
- Proof you can architect, build, and ship end-to-end
- Something you're proud to put your name on
Example ideas
Your actual project will reflect your own interests and goals.
Who This Is For
- Complete beginners ready to commit to structured learning
- Those with basic HTML/CSS/JS who want to go further
- People who want to understand real-world codebases
- Anyone who wants AI tools as part of their workflow
- Experienced developers seeking advanced topics
- Those looking for a passive, video-only course
- Those unwilling to write and review code hands-on
- Those expecting results without consistent effort
5 months · ¥200,000 · Limited seats per cohort
Learn MoreWant more time? Extensions are available at a discount — stay as long as you need to feel genuinely ready.
The price is not a barrier
If you are motivated to learn, there is a path forward. Flexible payment options and financial support are available — just ask.
Monthly payment plans
You don't have to pay everything up front. Split your tuition into monthly installments that fit your budget.
Scholarship & financial aid
Motivated but financially stretched? Contact us — partial scholarships and reduced-rate spots are available for the right candidates.
Not sure if you can afford it? Just ask.
A free consultation is the right first step. We will figure out a plan that works.
Above and beyond support
Every student gets access to a level of support most bootcamps charge extra for — or simply do not offer.
Personal tutoring sessions
Need extra one-on-one time? Additional tutoring sessions are available whenever you need them — no one gets left behind.
Deployment & integration support
Stuck on Vercel, Stripe, Supabase, or any third-party tool? Direct technical help is included — you will not be debugging alone.
Professional reference
Graduates can request a professional reference letter from the instructor for job applications or freelance work.
Post-graduation check-ins
The relationship doesn't end at graduation. Optional check-ins keep you supported during your job search or first freelance projects.
Frequently Asked Questions
The course is delivered primarily in English, with Japanese support available throughout. Trevor is bilingual and can explain concepts, answer questions, and provide feedback in Japanese when needed. You will not be left struggling alone with English.
No. Everyday conversational or reading-level English is helpful, but it is not a requirement. The tools and concepts taught in the course are universal, and you will always have Japanese-language support available from the instructor.
Yes. The course is specifically designed for complete beginners. You do not need to know anything about coding before you start. The assessment at the beginning helps us understand exactly where you are so we can build from there.
Yes, but it requires honest commitment. The program is designed around approximately 10–20 hours per week. Students working full-time can complete it, but the timeline may need to flex. The extension option exists specifically for this reason.
Either works. The tools used in this course — VS Code, Git, Node.js, and Vercel — run on both Mac and Windows. You will be guided through environment setup from the very beginning.
Any modern laptop or desktop purchased within the last 5–6 years should be sufficient. 8GB of RAM is the minimum recommended. You do not need a powerful machine to learn web development.
Yes. A certificate of completion is issued upon finishing the program. More importantly, you will graduate with a portfolio of 5 real, deployed projects — which is far more valuable to employers than a certificate alone.
Junior frontend or full-stack developer roles, freelance web development work, internal IT or DX roles at Japanese companies, or the ability to build your own product or tool. The course focuses on practical, deployable skills employers can verify directly from your portfolio.
Yes. The tech stack taught — React, Next.js, TypeScript, Vercel, databases, AI integration — is in demand at both Japanese tech companies and international companies based in Japan. The bilingual nature of the program also positions you well for roles requiring English.
5 months is the structured timeline for a committed student putting in consistent weekly effort. Some students will move faster; others may need more time. The extension option allows you to continue at a discounted rate beyond 5 months until you feel truly ready.
The program is flexible by design. If life gets in the way, you can slow down and use the extension option to complete the remaining work at a discounted rate. You will never be dropped for falling behind.
Yes. Installment payment options are available. Please contact us to discuss what works best for your situation. The goal is to make this accessible.
Please contact us before enrolling to discuss the refund policy in detail. We encourage a free consultation first to make sure the course is the right fit before any financial commitment is made.
The course is a hybrid of both. There are live instructor sessions combined with self-paced project work. You will have regular access to the instructor and are not simply watching videos alone.
You will have direct access to the instructor through the course platform messaging system. Questions can be asked in English or Japanese. You are not expected to struggle silently.
The AI tools work best with English prompts, but you will be taught how to use them effectively as part of the course. Learning to work with these tools in English is itself a valuable skill, and you will be guided through it step by step.
The 5 projects listed on the site are examples only. Your actual projects will be tailored to your interests, level, and personality. If you are passionate about fitness, education, finance, or anything else — we build toward that.
Extension pricing is offered at a meaningful discount from the standard rate and is decided on a case-by-case basis. Extensions are available for as long as you need — the goal is for you to leave feeling genuinely capable and confident, not to push you out the door on a fixed schedule.
Start With a Free Skill Assessment
We'll assess your current level, learn about your goals, and build a personalized roadmap — no pressure, no commitment.