Bhadresh Savani🔍 Vector Search Demystified: kNN, ANN, and HNSW — Explained ClearlyModern AI systems have a peculiar habit: they turn meaning into math. Text, images, audio — everything becomes vectors floating in…Jan 2Jan 2
Bhadresh Savani🧠Vector Quantization in Vector StoresModern vector databases power search, recommendations, and RAG systems — but storing and searching millions of high-dimensional embeddings…Jan 2Jan 2
Bhadresh SavaniLevel Up Your Vector Search: How to Really Know if Your RAG is Rocking! 🎸🚀Hey there, fellow data adventurers! 👋 Ever built an awesome RAG (Retrieval Augmented Generation) pipeline or a super-speedy semantic…Dec 31, 2025Dec 31, 2025
Bhadresh SavaniThe AI API Architect’s Secret: Mastering Async for GenAI Workflows 🤖Hey there, fellow coders and API adventurers! 👋 Ever wonder how some apps feel lightning-fast, even when juggling tons of users? Much of…Dec 31, 2025Dec 31, 2025
Bhadresh SavaniBeyond Jupyter: The MLOps Lifecycle Explained (with Flashcards!) 🧠🌐Ever wondered how companies like Netflix or Spotify keep their AI models running smoothly, constantly learning, and never crashing? It’s…Dec 28, 2025Dec 28, 2025
Bhadresh SavaniHow to Spot Two Adjacent Increasing Subarrays (and giggle while doing it) 🚀📈Imagine your array is a line of sleepy caterpillars slowly inching forward. Some get excited and stretch out (strictly increase), some curl…Oct 14, 2025Oct 14, 2025
Bhadresh Savani🧙♂️ LeetCode 3186: Maximum Total Damage With Spell Casting — When Wizards Meet Dynamic…Magic and math have more in common than you think. Both involve strange symbols, arcane rules, and that one friend who insists “it’s…Oct 11, 2025Oct 11, 2025
Bhadresh SavaniMastering Python’s bisect module: fast insertion & binary search for listsSubtitle: bisect, bisect_left, bisect_right, insort — what they do, when to use them, and clear Python examples.Oct 8, 2025Oct 8, 2025
Bhadresh SavaniSwim in Rising Water — solve LeetCode 778 the easy way (Python)TL;DR: The problem asks for the minimum time t such that there exists a path from top-left to bottom-right using only cells with height ≤…Oct 6, 2025Oct 6, 2025
Bhadresh SavaniBreadth-First Search (BFS) and Depth-First Search (DFS) — A Practical Python TutorialA clean, example-first guide to understanding and implementing BFS and DFS in Python. Perfect for beginners and interview prep.Oct 5, 2025Oct 5, 2025
