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Algorithms
Pattern recognition over memorization. Real thinking frameworks for engineers who want to build, not just grind.
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System Design
One concept per session, taken deep. Distributed systems, databases, scalability — real notes, not summaries.
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AI & ML
From research papers to production pipelines. Practical AI judgment — what to build, what to use, and why.
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Product & MVP
How to scope, validate, and ship fast. Real product decisions from builders who have launched and iterated.
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Startup
Equity, funding, market research, revenue models — the business layer every technical founder needs.
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Backend Dev
Language-agnostic backend patterns. APIs, databases, architecture decisions from real production systems.
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