Roadmaps

Week-by-week plans for real career tracks

No generic '30 days to mastery.' Each roadmap breaks a target role into weekly themes, practice reps, and proof-of-work you can show in an interview.

Software Engineer

DSA, one language deeply, systems basics, two proof projects, interview reps.

SQL fluency, Excel/Sheets, one BI tool, statistics, a portfolio of 3 analyses.

Python, statistics, ML fundamentals, experimentation, an end-to-end project.

Product sense, metrics, case frameworks, a written product teardown.

Networking, Linux, OWASP, CTF practice, one certification path.

Linux, networking, one cloud provider, IaC, a deployed reference architecture.

JS deeply, React, accessibility, performance, two polished shipped UIs.

One language, APIs, databases, auth, testing, a deployed service.

Frontend + backend + deployment, one product-grade project end to end.