LeetCode 739 – Daily Temperatures (Medium) Solved this problem using a monotonic stack approach. The idea is straightforward: • Traverse from right to left • Maintain a stack of indices with strictly higher temperatures • For each day, calculate how many days ahead a warmer temperature appears This reduces the brute-force approach and keeps the solution efficient at O(n) time complexity. I’m focusing on writing solutions that are easy to understand, not just ones that pass test cases. Code snippet attached 👇 #LeetCode #DSA #JavaScript #Stacks #ProblemSolving #Consistency
LeetCode 739: Monotonic Stack Solution
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Fixing an Unbalanced Tree the Systematic Way 🌳 Solved LeetCode 1382 - Balance a Binary Search Tree today. The approach was clean and systematic: -Use inorder traversal to extract nodes in sorted order -Pick the middle element as the root -Recursively build left and right subtrees This guarantees a height-balanced BST without complex rotations. Key takeaway: Sometimes the best way to fix a structure is to rebuild it with the right invariants, not patch it incrementally. This problem nicely connected traversal, sorting, and divide-and-conquer thinking. #LeetCode #DSA #BinarySearchTree #TreeTraversal #DivideAndConquer #JavaScript #ProblemSolving #LearnInPublic
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When One Path Isn’t Enough: Tracking All Valid Paths 🌳 Solved LeetCode 113 - Path Sum II today. Unlike Path Sum I, this version requires returning all root-to-leaf paths that match the target sum. The key shift: -Use recursion to explore paths -Maintain a current path array -Apply backtracking (push before recursion, pop after) Key takeaway: Whenever a problem asks for all combinations or all paths, think backtracking + state cleanup. This one strengthened my understanding of recursion with state management. #LeetCode #DSA #BinaryTree #Backtracking #Recursion #JavaScript #ProblemSolving #LearnInPublic
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When Trees Meet Two Pointers: A Clean Twist on Two Sum 🌳 Solved LeetCode - Two Sum IV (Input is a BST) today. The approach clicked once I combined two ideas: Inorder traversal to leverage the BST’s sorted order Two-pointer technique to efficiently search for the target sum By converting the tree into a sorted sequence, the problem reduces to a classic two-sum pattern. Key takeaway: Many tree problems become simpler when you translate them into array patterns, the trick is knowing when it’s safe to do so. Building stronger cross-pattern intuition in DSA. #LeetCode #DSA #BinarySearchTree #TwoPointers #TreeTraversal #JavaScript #ProblemSolving #LearnInPublic
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Two Ways to Reach the Same Sum 🌳 Solved LeetCode 112 - Path Sum using two recursive approaches. First approach: Accumulator pattern → Keep passing the running sum down the tree. Second approach: Reducing pattern → Subtract the current node value from the target and pass the reduced value forward. Both work, but they shape your thinking differently. Key takeaway: -Tree recursion isn’t just about correctness, it’s about choosing the right mental model. -Accumulate forward or reduce the goal backward. -Understanding both strengthens recursive intuition. #LeetCode #DSA #BinaryTree #Recursion #JavaScript #ProblemSolving #LearnInPublic
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Solved another important array problem from LeetCode today on JDCodebase 🚀 ✔️ Find Pivot Index (LeetCode 724) This problem looks simple at first… but it teaches a powerful concept. You’ll learn: • What “strictly left” and “strictly right” really mean • How to build the brute-force approach (O(n²)) • How to optimize it using Prefix Sum / Running Sum (O(n)) • How to think step-by-step like an interviewer Understanding this problem properly strengthens your array fundamentals and builds clarity around prefix sum techniques. Strong basics = Strong problem-solving 💪 If you're starting your DSA journey with JavaScript, this will help you level up your thinking. 🎥 Watch here: 👉 https://lnkd.in/g2Ryv78w #DSA #LeetCode #JavaScript #CodingPractice #ProblemSolving #JDCodebase
Find Pivot Index | Brute Force to Optimized (Prefix Sum) | LeetCode 724 | DSA in JavaScript
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Order Reveals the Answer: Let the BST Sort for You 🌳 Solved LeetCode - Kth Smallest Element in a BST today. The key insight was recognizing that inorder traversal of a BST produces sorted values. Once the tree is traversed in order, the problem reduces to picking the (k-1)th element from the sorted sequence. Key takeaway: Many BST problems aren’t about inventing new logic, they’re about using the guarantees the data structure already gives you. This problem reinforced how traversal choice can simplify complex-looking questions into straightforward solutions. #LeetCode #DSA #BinarySearchTree #TreeTraversal #JavaScript #ProblemSolving #LearnInPublic
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Rotate Without Extra Space: Think in Transformations 🔄 Solved LeetCode 48 - Rotate Image today. The elegant trick: 1. Transpose the matrix (swap rows ↔ columns) 2. Reverse each row That’s it. No extra matrix needed. Instead of simulating rotation element by element, the problem becomes a composition of two simple transformations. Key takeaway: Hard matrix problems often reduce to recognizing the right geometric transformation. When you see the pattern, the implementation becomes clean and in-place. Another strong boost to 2D intuition. #LeetCode #DSA #Matrix #InPlaceAlgorithm #JavaScript #ProblemSolving #LearnInPublic
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🚀 JavaScript Prototypes Explained (Beyond “Classes”) Spent time breaking down how JavaScript actually handles inheritance under the hood. Here’s the mental model that made everything click 👇 🧠 Core Concepts: • Prototype Chain (object → parent → null) • Shared vs Instance Properties • What new actually does internally • Object.create() for manual inheritance • ES6 Classes & Static Methods 💡 Key Insight: class in JavaScript is just syntactic sugar over prototypes. Once you understand prototypes, inheritance is no longer a black box. 💻 Pattern-Based Problem Solving Focused on writing optimal solutions: • Maximum Subarray → Kadane’s Algorithm (O(n)) • Product of Array Except Self → Prefix/Suffix (O(n)) • Majority Element → Boyer–Moore (O(1) space) Instead of solving randomly, approached problems through patterns. 💡 Takeaway: When the pattern is clear, the problem becomes simple. Building a deeper understanding of how JavaScript really works — not just how to use it. 💪 #JavaScript #DSA #WebDevelopment #ProblemSolving #FrontendDeveloper #MERNStack Prototype Chain flow 👇
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From Sorted Data to Balanced Trees: Divide, Conquer, Balance 🌳 Solved LeetCode 108 - Convert Sorted Array to Binary Search Tree today. The solution clicked by treating the array like a search space: -Pick the middle element as the root -Recursively build the left half and right half -Stop when the range becomes invalid This guarantees a height-balanced BST without extra work. Key takeaway: Balanced trees are a natural outcome of divide-and-conquer. Choosing the midpoint at every step keeps depth under control. Strengthening recursive thinking and tree intuition. #LeetCode #DSA #BinarySearchTree #Recursion #DivideAndConquer #JavaScript #ProblemSolving #LearnInPublic
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Day 10/100 – LeetCode 523: Continuous Subarray Sum Solved using the prefix sum + hashmap (modulo) technique. Key idea: if two prefix sums have the same remainder mod k, the subarray between them is divisible by k. ⏱️ Time Complexity: O(n) 🧠 Space Complexity: O(k) Patterns make hard problems simple 💪 #100DaysOfCode #LeetCode523 #DSA #JavaScript #PrefixSum #ProblemSolving
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