Short course · Beginner to intermediate
GenAI for freshers: what placement panels actually ask
Embeddings, RAG and LLM internals — explained at the depth an interview panel expects, not at the depth a research paper expects.
Short course · Beginner to intermediate
Three lessons on what a reviewer actually opens, what they check in ninety seconds, and the JavaScript questions that follow.
Nobody reads your portfolio the way you built it. A reviewer with forty links to get through gives each one about ninety seconds, in a fixed order, looking for reasons to stop. This course is that order.
Students applying for frontend, full-stack and product roles
What you will be able to do afterwards
The 3 lessons
Also free
Short course · Beginner to intermediate
Embeddings, RAG and LLM internals — explained at the depth an interview panel expects, not at the depth a research paper expects.
Language · Beginner to intermediate
Twelve lessons that take you from how the interpreter works to the six patterns behind most coding-round questions. Written to be read once and remembered.
Language · Beginner to intermediate
Twelve lessons from the JVM to the Collections framework, written around the questions service companies actually ask in the technical round.
Free to learn · paid to be measured
Every lesson on this site is free and needs no account. What a subscription buys is the graded practice, the full-length mocks, the spoken AI interviews and a readiness score you can act on.