Roadmap Overview

This roadmap transforms 12 weeks of effort into career momentum through:

  • Weeks 1-4: Foundation building (direction, CS basics, programming, DSA)
  • Weeks 5-8: Modern tech skills (AI, backend, system design)
  • Weeks 9-12: Career preparation (projects, portfolio, job search)

Each week builds on the previous, ensuring steady progress toward your target role.

📍 WEEK 1
Tech Roles and Market Clarity
Focus: Direction before execution
Before learning anything, decide what you're learning for.

Tasks

  • Research roles like AI Engineer, Backend, Full Stack, DevOps
    • What do they actually do day-to-day?
    • What skills show up repeatedly across job descriptions?
  • Compare skill requirements + salary bands
    • Not to chase money blindly, but to understand market demand
  • Identify skill gaps honestly
    • What you already know vs what the role expects
  • Join 2-3 high-signal tech communities
    • Think quality discussions, not spam or flex posts

Build

  • Write a one-page career plan
    • Role, target companies, timeline
  • Define:
    • Primary role
    • Core tech stack
    • Clear learning outcomes for 12 weeks

Goal

A clear career North Star so the next 11 weeks aren't random effort.

📍 WEEK 2
Computer Science Foundations
Focus: Understand how software actually works
This week builds engineering intuition, not interview trivia.

Tasks

  • How the internet works:
    • DNS, HTTP, TCP at a conceptual level
  • OS basics:
    • Processes vs threads
    • Memory management at a high level
  • OOP and SOLID:
    • Why they exist, not just definitions
  • SQL fundamentals:
    • Tables, keys, normalization
    • Basic schema design thinking

Build

  • Design a simple system on paper
    • Example: login flow or todo app
  • Write 10 SQL queries based on real use cases

Goal

Understand what's happening beneath your code.

📍 WEEK 3
Language Mastery
Focus: Write confident, production-quality code
Depth beats breadth here.

Tasks

  • Choose one language (Python / Java / C++)
  • Learn:
    • Core data structures
    • Functions, modules, error handling
  • Focus on:
    • Clean code
    • Readability
    • Basic linting and formatting

Build

  • Solve 10 logic problems
  • Write one reusable utility module
    • Something you'd actually reuse

Goal

Stop fighting syntax. Start thinking in logic.

📍 WEEK 4
DSA Fundamentals
Focus: Patterns, not memorization
DSA is about thinking, not grinding numbers.

Tasks

  • Arrays, strings, hashing
  • Two pointers, sliding window
  • Time and space complexity
  • Learn to read and explain solutions

Build

  • Solve 8-10 well-chosen problems
  • Maintain a pattern notebook
    • When to use what and why

Goal

Recognize patterns instead of brute forcing solutions.

📍 WEEK 5
AI Fundamentals and Developer Tools
Focus: Use AI as a productivity multiplier
AI is a tool. Use it deliberately.

Tasks

  • LLM basics:
    • Tokens, context windows, limitations
  • Prompting:
    • For debugging, refactoring, explanation
  • Tools:
    • ChatGPT, Copilot, Cursor
  • API basics:
    • Keys, requests, responses, environments

Build

  • Use AI to refactor existing code
  • Integrate one external API

Goal

Write better code with AI - not lazier code.

📍 WEEK 6
Applied AI and GenAI
Focus: Practical understanding, not research depth
Enough theory to build something meaningful.

Tasks

  • ML concepts:
    • Supervised vs unsupervised
  • NLP basics:
    • Embeddings, similarity search
  • GenAI flow:
    • Prompt - model - response
  • Vector databases:
    • What they solve, not internals

Build

  • Create a simple AI agent or feature
    • Text-based is enough

Goal

Understand how AI systems work end to end.

📍 WEEK 7
Backend and APIs
Focus: Build real systems
This is where things start feeling real.

Tasks

  • REST APIs and HTTP methods
  • Authentication basics
  • Database design + CRUD
  • Error handling and logging

Build

  • A backend service with a database
  • Clear API documentation

Goal

Ship a working backend, not just folders and files.

📍 WEEK 8
System Design Basics
Focus: Think in systems, not screens
Start reasoning like an engineer.

Tasks

  • Client-server architecture
  • Caching and load balancing
  • Databases vs queues
  • Bottlenecks and trade-offs

Build

  • Design a URL shortener or feed system
  • Create a simple architecture diagram

Goal

Explain why you designed it that way.

📍 WEEK 9
Mini Project Sprint
Focus: Execution over perfection
No more planning. Just ship.

Tasks

  • Shortlist 2 realistic project ideas
  • Build one end to end
  • Use AI where it genuinely helps
  • Deploy publicly

Build

  • Live hosted project
  • Clear README explaining:
    • Decisions
    • Trade-offs
    • Learnings

Goal

One real project you can confidently talk about.

📍 WEEK 10
Portfolio and Visibility
Focus: Show your work clearly
Good work unseen = no impact.

Tasks

  • Simple, fast portfolio site
  • Clear project breakdowns
  • Mobile-friendly design
  • Easy contact info

Build

  • Live portfolio
  • One detailed project case study

Goal

Make it easy for others to evaluate you.

📍 WEEK 11
Resume and LinkedIn
Focus: Recruiter-ready presence
Translate effort into opportunity.

Tasks

  • Resume with impact and metrics
  • Strong LinkedIn headline + About
  • Share learnings publicly
  • Reach out thoughtfully to people in your target role

Build

  • Final resume
  • 2 high-quality LinkedIn posts

Goal

Convert skills into visibility.

📍 WEEK 12
Review and Job Strategy
Focus: Turn preparation into momentum
Close the loop.

Tasks

  • Mock interviews (AI + peers)
  • Revisit weak areas
  • Apply selectively, not blindly
  • Plan the next 12 weeks

Build

  • Interview notes
  • Application tracker

Goal

Start interviews with confidence and clarity.