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Progress Log

Day 187 — 26.07.2026 (Sunday)

🚀 Project Progress

  • Development of the AI-powered trading assistant remains paused due to the pending static IP requirement for broker API integration
  • Reviewed the pending implementation roadmap and documented the next development milestones so work can resume immediately once the infrastructure issue is resolved
  • Dedicated today's effort toward improving coding interview preparation and competitive programming skills through consistent DSA practice

📚 DSA & Topics Revised

  • Revised Heap concepts and advanced applications
  • Solved and analyzed problems including:
    • Maximum Product of Three Numbers
    • Top K Frequent Elements
    • Kth Largest Element in an Array
    • Merge K Sorted Arrays (approach)
  • Revised STL containers, focusing on priority_queue, custom comparators, and their applications
  • Practiced identifying whether a problem is better suited for sorting, heaps, or greedy techniques

🧠 Key Takeaways

  • Strengthened understanding of when heaps provide better performance than full sorting
  • Improved confidence in using custom comparators with priority_queue for min-heaps and specialized ordering
  • Reinforced the habit of evaluating multiple approaches before implementing the optimal solution
  • Continued maintaining consistency in DSA preparation while project development is temporarily blocked

💻 Practice

  • Solved multiple Heap and Array problems in C++
  • Optimized solutions for better time and space complexity
  • Verified edge cases and constraints for coding interview questions
  • Continued daily LeetCode practice and algorithm revision