SQL for Feature Engineering in ML PipelinesIntroduction As an AI/ML engineer, one of the most critical steps in building predictive models is feature engineering—transforming raw data into meaningful features that drive model performance. While Python and Pandas are often the go-to tools for ...Sep 13, 2025 · 4 min readshivaniyadav.hashnode.dev
Data Leakage in NLPI still remember the day our team's language model started spitting out weird, nonsensical responses. We had been working on a project to analyze customer feedback for months, and everything seemed fine. But then, our model began producing answers th...Jun 13, 2025 · 4 min readshivaniyadav.hashnode.dev
Building a Real-Time Object Detection and Text Recognition System with YOLOS, TTS, and OCRIn the ever-evolving world of artificial intelligence, integrating computer vision with real-time functionalities is opening doors to smarter, interactive applications. In this blog, we will build a Real-Time Object Detection and Text Recognition Sys...1ANov 16, 2024 · 5 min readshivaniyadav.hashnode.dev
My Experience as a Data Analyst Intern at Oasis InfobyteDuring my internship at Oasis Infobyte, I had the opportunity to work on several key projects that not only honed my technical skills but also allowed me to approach challenges from a data-driven perspective. Below is a summary of the challenges I fa...Aug 21, 2024 · 3 min readshivaniyadav.hashnode.dev
