--- title: "Workout Guru (@gnxbfndx) | Hashnode" description: "Workout Guru (@gnxbfndx) writes on Hashnode. Read their latest articles and follow their work." url: "https://hashnode.com/@gnxbfndx" --- @gnxbfndx # Workout Guru @gnxbfndx · Joined December 2025 ### [I Rewrote 200 Lines of Pandas Code Into 20. Here Is How.](https://it-company-in-bhilai-vs-metro-cities.hashnode.dev/i-rewrote-200-lines-of-pandas-code-into-20-here-is-how?utm_source=hashnode&utm_medium=feed) An inherited script that took 15 minutes to understand now takes 30 seconds. 6 min read · [it-company-in-bhilai-vs-metro-cities.hashnode.dev](https://it-company-in-bhilai-vs-metro-cities.hashnode.dev/i-rewrote-200-lines-of-pandas-code-into-20-here-is-how?utm_source=hashnode&utm_medium=feed) [Mar 31](https://hashnode.com/posts/i-rewrote-200-lines-of-pandas-code-into-20-here-is-how/69cb86644b49f4a8e91a4a68) ### [I Let AI Write My Python Code for a Week. Here Is What Broke.](https://it-company-in-bhilai-vs-metro-cities.hashnode.dev/i-let-ai-write-my-python-code-for-a-week-here-is-what-broke?utm_source=hashnode&utm_medium=feed) AI handled boilerplate perfectly. Business logic and production edge cases were a different story. 7 min read · [it-company-in-bhilai-vs-metro-cities.hashnode.dev](https://it-company-in-bhilai-vs-metro-cities.hashnode.dev/i-let-ai-write-my-python-code-for-a-week-here-is-what-broke?utm_source=hashnode&utm_medium=feed) [Mar 31](https://hashnode.com/posts/i-let-ai-write-my-python-code-for-a-week-here-is-what-broke/69cb81cc4b49f4a8e913bd34) ### [I Deployed 60+ Production Systems - Here Are the Python Cloud Tools You Actually Need](https://python-projects-finalyear.hashnode.dev/i-deployed-60-production-systems-here-are-the-python-cloud-tools-you-actually-need?utm_source=hashnode&utm_medium=feed) A complete guide to AWS, Azure, and GCP tools with production-ready code examples that will save you 100+ hours 1 min read · [python-projects-finalyear.hashnode.dev](https://python-projects-finalyear.hashnode.dev/i-deployed-60-production-systems-here-are-the-python-cloud-tools-you-actually-need?utm_source=hashnode&utm_medium=feed) [Feb 2](https://hashnode.com/posts/i-deployed-60-production-systems-here-are-the-python-cloud-tools-you-actually-need/698057e6285db8401afd92ba) ### [Library Management System: A Smart Solution for Modern Libraries](https://it-company-in-bhilai-vs-metro-cities.hashnode.dev/library-management-system-a-smart-solution-for-modern-libraries?utm_source=hashnode&utm_medium=feed) A Python based Library Management System is a software application developed to manage library operations digitally using the Python programming language. T 7 min read · [it-company-in-bhilai-vs-metro-cities.hashnode.dev](https://it-company-in-bhilai-vs-metro-cities.hashnode.dev/library-management-system-a-smart-solution-for-modern-libraries?utm_source=hashnode&utm_medium=feed) [Dec 27, 2025](https://hashnode.com/posts/library-management-system-a-smart-solution-for-modern-libraries/694f98e0f944cfb7ed175e5c) ### [Leading Software Companies in Chhattisgarh](https://it-company-in-bhilai-vs-metro-cities.hashnode.dev/leading-software-companies-in-chhattisgarh?utm_source=hashnode&utm_medium=feed) Over the past few years, Chhattisgarh has steadily emerged as a promising destination for the IT and software industry. Earlier known mainly for its industr 3 min read · [it-company-in-bhilai-vs-metro-cities.hashnode.dev](https://it-company-in-bhilai-vs-metro-cities.hashnode.dev/leading-software-companies-in-chhattisgarh?utm_source=hashnode&utm_medium=feed) [Dec 20, 2025](https://hashnode.com/posts/leading-software-companies-in-chhattisgarh/6946872f49e538f148125410)