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resources
for students

I made these while going through it myself — MS CS at McGill, grad applications, international job hunting. everything i wish i'd had earlier.

📐 live ✦

gradual-ml

Machine learning, from scratch to frontier.

276 hand-picked topics across 17 sections — starting from math foundations and working up to LLMs, agents, and frontier research as of 2026. Every topic links to the best free resource available. No paywalls, no filler.

  • 276 topics across 17 sections
  • Math → Classic ML → Transformers → LLMs → Agents
  • Track your reading progress in the browser
  • Filter by Foundational / Intermediate / Advanced
  • Search by topic name
open gradual-ml ↗
🧩 live ✦

gradual-dsa

LeetCode in the order that actually makes sense.

426 problems ordered by learning progression — not arbitrary Easy / Medium / Hard labels. Solve arrays before you touch dynamic programming. Build real intuition instead of pattern-memorizing your way through interviews.

  • 426 LeetCode problems, progression-ordered
  • Start from zero, end interview-ready
  • Track your progress in the browser
  • Each problem links directly to LeetCode
open gradual-dsa ↗
🎓 coming soon

how to get into grad school

The honest guide nobody gave me.

SOP writing, picking programs, emailing professors, understanding rankings vs. fit, funding, and what actually matters in a strong application — from someone who got into McGill CS.

  • How to write a statement of purpose that lands
  • Finding and emailing potential supervisors
  • Program selection — rankings vs. research fit
  • Funding, TAships, and what to negotiate
notify me when it's out →
🌍 coming soon

how to intern abroad during your bachelors

From your home country to a job in Canada, the US, or Europe.

You're doing your bachelor's back home and you want to land an internship abroad — not after moving, but from where you are right now. This covers the full journey: finding companies that actually sponsor, getting the visa, and making yourself stand out from thousands of applicants who are already there.

  • Which companies sponsor interns from abroad
  • Visa types for interns — J-1, co-op, work permit basics
  • Cold outreach that works without a local network
  • How to make your profile competitive from overseas
  • What I did to get from India to Canada as an intern
notify me when it's out →

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