mannadamay.hashnode.devThe Complete Guide to Fuzzy Matching: When Close Enough is PerfectEver wondered how Google corrects "Mikrosoft" to "Microsoft" or how Spotify finds your favorite song even when you butcher the title? The secret lies in fuzzy matching – the computational wizardry that makes "close enough" perfect. What is Fuzzy Mat...Dec 23, 2025·12 min read
mannadamay.hashnode.devHRM, are we closer to superintelligence?The David vs. Goliath Moment in AI Imagine if I told you that a 27-million-parameter model could outperform GPT-4 and Claude on complex reasoning tasks. You'd probably think I'd been spending too much time in AI Twitter's echo chamber. But that's exa...Aug 4, 2025·4 min read
mannadamay.hashnode.devDeep Dive into MongoDB for interviewsEver found yourself staring at a MongoDB query that looks more like a puzzle than code? Or wondered why your perfectly crafted database is running slower than a turtle in quicksand? You're not alone. In this four-part series, we'll journey through Mo...Feb 19, 2025·3 min read
mannadamay.hashnode.devBattleship game in 150 lines of C++ 🚢⚓ Why Battleship? Battleship is the perfect blend of strategy and nostalgia. You don’t need fancy graphics—just grids, logic, and a little suspense. It’s also a goldmine for learning programming: Grid management Input validation Game state trackin...Feb 11, 2025·3 min read
mannadamay.hashnode.devHow to Efficiently Read a Research PaperResearch papers are the cornerstone of academia, advancing our understanding across disciplines. Yet, for many, reading them can feel like navigating a maze. Thankfully, S. Keshav's Three-Pass Approach provides a structured and efficient method for t...Jan 2, 2025·5 min read
