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    <title>DEV Community: Rishu Roy</title>
    <description>The latest articles on DEV Community by Rishu Roy (@imrishuroy).</description>
    <link>https://dev.to/imrishuroy</link>
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      <title>DEV Community: Rishu Roy</title>
      <link>https://dev.to/imrishuroy</link>
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      <title>I Built the Tool I Wish I Had When Learning DSA</title>
      <dc:creator>Rishu Roy</dc:creator>
      <pubDate>Sun, 14 Jun 2026 18:48:37 +0000</pubDate>
      <link>https://dev.to/imrishuroy/i-built-the-tool-i-wish-i-had-when-learning-dsa-i4g</link>
      <guid>https://dev.to/imrishuroy/i-built-the-tool-i-wish-i-had-when-learning-dsa-i4g</guid>
      <description>&lt;p&gt;After failing 3 coding interviews, I realized the problem wasn't practice it was how I was practicing.&lt;/p&gt;

&lt;p&gt;I spent 6 months grinding LeetCode before my first FAANG interview.&lt;/p&gt;

&lt;p&gt;400+ problems solved. Every "Blind 75" problem is memorized. I felt ready.&lt;/p&gt;

&lt;p&gt;Then the interviewer asked a sliding window variation I hadn't seen before. I froze. Drew a blank. Bombed the interview.&lt;/p&gt;

&lt;p&gt;The problem wasn't that I hadn't practiced enough. The problem was that I had practiced incorrectly.&lt;/p&gt;

&lt;p&gt;I memorized solutions instead of understanding patterns. I can recite code, but I struggle to adapt when problems change slightly.&lt;/p&gt;

&lt;p&gt;So I built something different.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Introducing AlgoPatterns&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;A pattern-first DSA learning platform with visualizations that actually show you how algorithms work.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://algopatterns.in/" rel="noopener noreferrer"&gt;algopatterns.in&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;What Makes It Different&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;1. Pattern-First, Not Problem-First&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;Most platforms throw 2000+ problems at you and say, "Good Luck."&lt;/p&gt;

&lt;p&gt;AlgoPatterns organizes everything around 17 core patterns:&lt;/p&gt;

&lt;p&gt;Two Pointers&lt;br&gt;
Sliding Window&lt;br&gt;
Binary Search&lt;br&gt;
BFS/DFS&lt;br&gt;
Dynamic Programming&lt;br&gt;
Backtracking&lt;br&gt;
And 11 more...&lt;br&gt;
Master the patterns, and you can solve any variation.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;2. Visualizations That Actually Help&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;We have 50+ interactive visualizers that show algorithms step-by-step:&lt;/p&gt;

&lt;p&gt;Watch two pointers converge in real-time&lt;br&gt;
See the DP table fill cell by cell&lt;br&gt;
Trace BFS spreading level by level&lt;br&gt;
Visualize the call stack during recursion&lt;br&gt;
Reading code is one thing. Seeing it executed is completely different.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;3. Curated, Not Overwhelming&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;315 hand-picked problems organized by pattern.&lt;/p&gt;

&lt;p&gt;Each problem includes:&lt;/p&gt;

&lt;p&gt;Company tags (Google, Amazon, Meta, etc.)&lt;br&gt;
Frequency indicators&lt;br&gt;
Pattern classification&lt;br&gt;
Difficulty rating&lt;br&gt;
No more random grinding. Practice the right problems in the right order.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;4. Real Code Templates&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;Every pattern comes with:&lt;/p&gt;

&lt;p&gt;Java templates (copy-paste ready)&lt;br&gt;
"When to use" indicators&lt;br&gt;
Common mistakes to avoid&lt;br&gt;
Key insights from each pattern&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Who It's For&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;Interview preppers who want to learn patterns, not memorize solutions&lt;br&gt;
CS students who find textbook explanations too abstract&lt;br&gt;
Self-taught developers building DSA foundations&lt;br&gt;
Visual learners who need to see algorithms, not just read them&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;What's Included&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;Free tier:&lt;/p&gt;

&lt;p&gt;3 complete patterns (Sliding Window, Two Pointers, Binary Search)&lt;br&gt;
All visualizers for free patterns&lt;br&gt;
Progress tracking&lt;br&gt;
Pro tier:&lt;/p&gt;

&lt;p&gt;All 17 patterns&lt;br&gt;
315 curated problems&lt;br&gt;
All 50+ visualizers&lt;br&gt;
Pattern cheat sheets&lt;br&gt;
Priority updates&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;The Philosophy&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;I built AlgoPatterns with one belief:&lt;/p&gt;

&lt;p&gt;Understanding beats memorization.&lt;/p&gt;

&lt;p&gt;If you understand why sliding window works, you can solve any sliding window problem—even ones you've never seen.&lt;/p&gt;

&lt;p&gt;If you just memorize solutions, you're gambling that the interview matches what you practiced.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Launch Offer&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;For launch week, use code &lt;strong&gt;LAUNCH30&lt;/strong&gt; for 30% off any Pro plan.&lt;/p&gt;

&lt;p&gt;Try It Now&lt;/p&gt;

&lt;p&gt;&lt;a href="https://algopatterns.in/" rel="noopener noreferrer"&gt;algopatterns.in&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;The free tier has no catch. Three complete patterns, all visualizers included.&lt;/p&gt;

&lt;p&gt;See if the pattern-first approach clicks for you.&lt;/p&gt;

&lt;p&gt;Built by an engineer who failed enough interviews to know what actually helps.&lt;/p&gt;

</description>
      <category>dsa</category>
      <category>algorithms</category>
      <category>leetcode</category>
      <category>faang</category>
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