Kushal Shah·Jul 11The Myth of the Indian Engineering Herd: What IIT-JEE JoSAA Data Actually RevealsEvery year, after the dust settles on the JEE Advanced exams, a familiar narrative emerges. Pundits, educators, and parents look at the…
Kushal Shah·Jul 3Audio Noise Removal using Deep LearningAs video communication has become a part of everyday life, clear audio has become more important than ever. Whether in professional…
Kushal Shah·Jun 30Query Routing in AI Systems: Design Patterns, Pitfalls, and EvaluationReal-world AI traffic is highly uneven. Some requests require almost no reasoning (“What are your office hours?”), while others require…
Kushal Shah·Jun 26BERT Overfitting and the SBERT Solution: A Geometrical PerspectiveWhen fine-tuning a pre-trained language model like BERT on a small, domain-specific classification dataset, you may have routinely observed…
Kushal Shah·Jun 24Supervising the Unsupervised: A Guide to K-Means Metrics on Labeled DataThe K-Means algorithm takes a messy, unlabeled dataset, drops a few centroids into the mix, and iteratively groups data points together…
Kushal Shah·Jun 19Why Entrepreneurship Matters More in the Age of AIFor decades, the Indian middle-class dream followed a simple, predictable path: get a good education, secure a steady job, and achieve…A response icon2A response icon2
Kushal Shah·Jun 9From AlphaFold to ESM3: The Era of Programmable BiologyThe biological world is governed by the Central Dogma: a 1D amino acid sequence dictates a complex 3D structure, which ultimately defines a…A response icon1A response icon1
InYoga VivekbyKushal Shah·May 28Concept of Hell in Human SocietyFor thousands of years, human societies have relied on systems of judgment to enforce order, shape behavior, and distinguish the “worthy”…A response icon1A response icon1
Kushal Shah·Apr 20Hidden Pitfalls in Google Ads MarketingAnyone who has spent time in the trenches of Google Ads optimization knows it can easily become a money pit. While most marketers…
InYoga VivekbyKushal Shah·Apr 15Breathe Easy: Natural Relief for Sleep Apnea Through YogaSleep apnea is a disruptive condition where breathing repeatedly stops and starts during sleep. While integrating traditional yogic…