Career Track Selection Dashboard
Choose & Track Your Engineering Path
Select your primary path—Frontend, Backend, Fullstack, AI, or Systems—to personalize your curriculum, measure real-time progress, and jump directly into your next hands-on drill.
Full-Stack Go & React Architecture
Memory, goroutines and net/http on the server; React 19 and streaming UI on the client. Ends with a containerised, CI-deployed product.
Values, Types & Pure Functions
Core Engineering Pathways (Frontend • Backend • Fullstack)
Select your engineering discipline to customize your learning journey and active tracking dashboard.
Frontend Engineering
UI Architecture & Client Systems
Architect modern, responsive user interfaces with accessible design systems, reactive state management, streaming UI, and Core Web Vitals optimization.
- Accessible Design Systems & UI Components
- Client State & Data Fetching Caching
- Motion Transitions & Fluid Interactions
- Core Web Vitals & Rendering Performance
Backend Engineering
APIs, Concurrency & Data Systems
Design resilient API microservices, concurrent asynchronous pipelines, database schema modeling with transactional integrity, and automated test harnesses.
- High-Throughput Asynchronous REST APIs
- Relational Data Modeling & Indexing
- Background Queues & Task Distribution
- PyTest Test-Driven Development (TDD)
Full-Stack Architecture
End-to-End Systems Engineering
Bridge high-throughput server backends with reactive client frontends, orchestrating containerized environments, secure authentication, and end-to-end cloud deployments.
- Concurrent Go Server Microservices
- Interactive Full-Stack Web Applications
- Containerized Docker Workloads & Deployments
- End-to-End Type Safety & Data Synchronization
Career Tracks & Skill Modules
Comprehensive role-based paths with real-time test verification, skill module progress bars, and mastery status indicators.
Full-Stack Go & React Architecture
Memory, goroutines and net/http on the server; React 19 and streaming UI on the client. Ends with a containerised, CI-deployed product.
Python Backend & Data Systems
Python 3.12 internals through async FastAPI services, SQLAlchemy 2.0 modelling, Celery pipelines and PyTest discipline.
Node.js Full-Stack TypeScript
Event loop internals, advanced generics, Fastify and Express services, Drizzle/Prisma data access and realtime sockets.
Modern Frontend Engineering
Semantic HTML and CSS architecture, Tailwind systems, React 19 patterns, Zustand and TanStack Query, motion and Core Web Vitals.
DevOps, Cloud & Systems Infrastructure
Shell fluency, multi-stage Docker builds, Kubernetes workloads, Terraform state and observability with Prometheus and Grafana.
AI & Applied Machine Learning
Numerical Python, model APIs, LangChain orchestration, pgvector and Pinecone retrieval, and production RAG workflows.
Vibe Coding & AI-Driven Product Engineering
Context window economics, rules files, MCP tooling, PRD drafting and agent orchestration — culminating in a 48-hour SaaS launch.
HTML & CSS Foundations
Semantic document structure, accessible markup, responsive layouts, and modern CSS — from the first tag to a production-ready page.
Python Engineering Mastery
From CPython internals and memory mechanics through async concurrency, metaprogramming and production-grade testing - a complete engineering path for modern Python.