Your career roadmap, step by step

Java → Spring Boot → React → ship both halves

Python → FastAPI → React → ship both halves

React → Next.js → one app, server and browser

Python → LLMs → RAG → Agents → Production AI

SQL → Python → Spark → Kafka → Lakehouse

Code → APIs → Systems → AI → Ship at the customer

SQL → Pandas → EDA → Visualisation → Experiments

Pandas → Statistics → ML → Evaluation → Experiments