Resources · Technical Prep
A roadmap for software engineers, data engineers, ML engineers and tech leads preparing for coding rounds, system design interviews and technical communication.
Start with arrays, strings and hashmaps — they appear in 60%+ of coding rounds.
Learn binary search, two pointers and sliding window before dynamic programming.
Practice 'blind 75' questions on LeetCode to cover the most common patterns.
Time yourself: most rounds give 20–30 mins per problem. Solve under pressure.
If stuck, verbalize your thought process — partial credit often comes from showing your thinking.
Start every system design question by clarifying requirements (functional + non-functional).
Estimate scale first: 'This handles 1M DAU, so 100 req/sec at peak' before designing anything.
Know these building blocks cold: Load Balancer, CDN, Database (SQL vs NoSQL), Cache (Redis), Message Queue (Kafka), Object Storage (S3).
Practice designing URL Shortener, Twitter Feed, WhatsApp, Netflix, Uber, and Google Drive.
For senior roles: know CAP theorem, consistency models, eventual consistency, and sharding strategies.
Think out loud — interviewers want to see your process, not just the final answer.
State your approach before coding: 'I'm going to use a hashmap to get O(1) lookup...'
After writing code, walk through it with a test case to show it works.
When you don't know something, say 'I'd research X, but here's my best understanding...' — don't bluff.
Practice explaining technical concepts to non-technical interviewers for leadership/architect rounds.
The most effective free tools for coding practice, mock interviews and system design preparation.
3000+ coding problems, company-specific question sets, and mock assessments for all levels.
Best for: DSA practice, company-tagged problems, timed mock assessments
Free anonymous mock technical interviews with real engineers from Google, Amazon, Meta and Microsoft.
Best for: realistic mock interviews with actual senior engineers — free for candidates
Free peer-to-peer mock interviews — you practice with another candidate, taking turns as interviewer and interviewee.
Best for: building the habit of thinking out loud and giving/receiving structured feedback
Video courses and mock interviews for Product Management, Data Science, and Software Engineering roles.
Best for: PM and DS candidates; also has great system design video breakdowns
Real interview questions submitted by engineers — categorised by company, role, and topic.
Best for: researching what a specific company actually asked in recent rounds
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