Every skill you learn should lead somewhere. These are the real developer and data roles you can build toward — with the exact skills each one needs and the roadmap that gets you there.
Role-focusedLearn for a real job title, not just random topics.
Skill-mappedEach path lists exactly what you need to learn.
Roadmap-linkedEvery path connects to a step-by-step roadmap.
Every path below links straight to its step-by-step roadmap, so you always know exactly what to learn next. Never coded before? Start with Programming Fundamentals first. Preparing for interviews? See Data Structures & Algorithms. Want to build with AI? See AI for Software Developers. Want reliable prompts? See Prompt Engineering. Want to grow a brand instead? See Digital Marketing. Want to rank higher on Google? See SEO. Want to design visuals? See Graphic Design. Want to edit videos? See Video Editing. Want to build mobile apps? See Android App Development. Want to build a full SaaS product? See SaaS Application Development. Want your app to install like a native app? See Progressive Web Apps. Curious how the mentorship actually works? See How Learning Works.
Build the interfaces users see and interact with.
HTML, CSS, JavaScript, React.js, Tailwind, responsive design
Build fast, responsive, modern user interfaces
Good fit if you like design, visuals and seeing results on screen.
Build the logic, servers and databases behind applications.
Node.js, Express, REST APIs, databases (MongoDB/SQL), authentication
Build secure, scalable server-side systems and APIs
Good fit if you like logic, systems and how things work under the hood.
Build complete applications end to end — frontend to backend.
HTML/CSS/JS, React, Node.js, databases, deployment (MERN)
Build and ship entire web applications on your own
Good fit if you want to build complete products and be versatile.
Build applications, automation and backends with Python.
Python, OOP, libraries, APIs, Django/Flask (optional)
Build tools, automate work and power backends
Good fit if you want a versatile language used across web, data and AI.
Follows the Python Developer roadmapTurn raw data into clear insights that guide decisions.
Excel, SQL, Python (Pandas), data visualization, Power BI/Tableau
Analyse data and present insights that drive action
Good fit if you like patterns, numbers and answering real questions.
Follows the Data Analytics roadmapUse data to predict outcomes and build machine learning models.
Python, statistics, ML (scikit-learn), data handling, model building
Build and evaluate predictive machine learning models
Good fit if you enjoy maths, experimentation and prediction.
Follows the Data Science roadmapBuild applications powered by AI and large language models.
Python, LLM APIs, AI agents, RAG, embeddings, deployment
Build and ship real AI-powered apps and agents
Good fit if you want to work at the front edge of technology.
Design prompts and workflows that get reliable results from AI.
Prompt techniques, LLM behaviour, system prompts, AI workflows
Build professional prompt-driven tools and workflows
Good fit if you like language, logic and working with AI systems.
Picking a path is step one. Here's how we support you along the way.
A clear plan mapped to your chosen role.
Direct guidance and code reviews from founder Ashutosh Kumar, who builds real products.
Portfolio projects that match your target role.
Resume reviews, portfolio feedback and interview prep.
Book a free session and we'll help you choose a path based on your interests, strengths and goals.
A career path is the role you're aiming for (like Frontend Developer or AI Engineer). A roadmap is the step-by-step set of skills that gets you there. Each path on this page links to its roadmap.
Yes. Many skills overlap — for example, frontend and backend both feed into full-stack. If your interest changes, your mentor helps you adjust your plan.
Full-Stack, Data and AI roles are all in strong demand right now. The best path is the one that matches your interest, because that's the one you'll stick with. We help you decide in a free session.
No. These are skill-based roles — a strong portfolio of real projects matters more than a specific degree. Our paths are built to get you to that portfolio.