During my undergraduate studies around 2010–2011, I developed a series of experimental projects focused on natural language processing (NLP), sentiment analysis, and text mining using PHP and MySQL. My goal was to explore a simple but challenging question: How can a computer extract meaning and sentiment from human language? At the time, modern machine learning […]
A client reached out to me after their hosting provider wiped out all website files during an upgrade. No warning, no usable backup, and no media files left on the server. The tricky part was that I was not actively managing the project at that time, so I didn’t have the latest content snapshot either. […]
There are moments when the world falls away and all that remains is the present—the person beside you, the air you breathe together, the silence that speaks vol...
Every person contains multitudes—different facets that emerge in different contexts. The side of me that builds software is disciplined and analytical. The side...
Beauty persists even in desolate landscapes—in a single flower blooming against impossible odds, in human kindness when cruelty would be easier, in hope when al...
yaourt cannot be run as root by design for security. Create non-root build user: useradd builduser. Add to sudoers: echo 'builduser ALL=(ALL) NOPASSWD: /usr/bin...
Net neutrality remains one of the most critical policy battles of the internet age. The principle that all data should be treated equally, regardless of source,...
To empty trash on Mac OS from terminal: rm -rf ~/.Trash/* clears all files. Use Shift+Command+Delete to permanently delete files without moving to trash. For iC...
2017 marked a pivotal shift in how we think about technology's role in society. Machine learning moved from academia to production systems touching billions of...
Design without functionality and function without beauty are both incomplete. The best work lives at the intersection where aesthetic vision meets technical rea...