The structured way to learn analytics.

A guided sheet of every SQL pattern, optimisation trick, product metric, and business question I’ve seen across Zomato, Zepto, and Top Q-Comm, paired with the writing that explains the why.

8
structured steps
120+
topics
40+
deep-dive articles
// meet the founder
Flagship// querylab

SQL practice that grades itself

Write real queries against real datasets, get graded on the spot, and build a streak while you get sharper. This is the tool the rest of the site builds up to.

Real PostgreSQL, in your browser

No sandbox limits, no setup. A real Postgres engine runs your query the instant you hit Run.

Graded the moment you submit

Check compares your output against the real answer and tells you exactly what passed.

🔥

Streaks and Sprint Coins

Solve daily, keep a streak, earn coins you spend on hints and full solutions.

🛡️

Noob or Master mode

Practice with copy allowed, or lock it down and force yourself to actually type the query.

Try QueryLab →
New// sprint compiler

A free-form SQL scratchpad

Not every session needs a graded exercise. Open a blank Postgres tab, build your own schema, or load a dataset and poke around, all in your browser.

🗂️

Skip the setup, load real data

Pick a dataset from the dropdown and you’re querying real tables instantly, no schema to write first.

📝

Or start from a blank tab

Create your own tables, insert your own data, and query them freely. No exercise, no grading, just SQL.

⏱️

Real PostgreSQL, timed runs

The same engine that powers QueryLab. Every query is timed, with a hard stop on runaway ones.

💾

Picks up where you left off

Your tab and dataset are saved automatically, close it and come back to exactly what you had.

Open Sprint Compiler →