Career Architecture

Curated Career Roadmaps

From foundation to production. Follow structured learning paths with recommended projects and interview checklists.

6-9 Months

Master modern frontend (React/Next.js, Tailwind), robust backends (Node.js/Express, PostgreSQL), REST/GraphQL APIs, and cloud deployments.

4 Capstone Projects View Path

8-12 Months

From Python math fundamentals (Linear Algebra, Calculus) to Scikit-Learn, PyTorch, Deep Learning, and LLM fine-tuning pipelines.

3 ML Deployments View Path

6-8 Months

Linux administration, Docker containerization, Kubernetes orchestration, CI/CD pipelines (GitHub Actions), and AWS infrastructure.

Real CI/CD Cluster View Path

Pathway Milestones

Full-Stack Web Engineering Pathway

The standard 6-stage progression from absolute beginner to placement-ready engineer.

Understand the Internet architecture, DNS, HTTP/HTTPS, semantic HTML5, CSS Grid/Flexbox, and Git version control workflows.

Weeks 1-3

Deep-dive JavaScript (ES6+, Async/Await, Closures, DOM manipulation), responsive design systems, and TypeScript fundamentals.

Weeks 4-8

Master React.js / Next.js state management, Node.js runtime, Express REST APIs, PostgreSQL relational modeling, and JWT authentication.

Weeks 9-16

Build 2 complex full-stack web applications (e.g. E-Commerce platform with payment gateway and Real-Time Chat collaboration tool with WebSockets).

Weeks 17-22

Data structures & algorithms (LeetCode top 150), Low-level OOP design, database indexing/caching with Redis, and mock technical interviews.

Weeks 23-26

Resume crafting, portfolio domain deployment, GitHub open source contributions, LinkedIn networking, and campus placement drives.

Launch