Machine learning is increasingly being explored for applications in healthcare and wellbeing. However, building an ML model for a sensitive domain such as mental health requires more than simply achieving a high accuracy score. I developed a Mental Health Prediction & Assessment System that combines machine learning, PHQ-9 screening, Explainable AI and a Flask-based web application. The project is available on GitHub: https://github.com/starJeet000/Mental-Health-Prediction-Using-Machine-Learning What Is the Project? The application is designed as an educational and preliminary screening system that evaluates mental-health-related information and produces a risk prediction. It combines an ML-based prediction system with a standardized PHQ-9 questionnaire. The purpose is not to replace mental-health professionals but to demonstrate how machine learning can be incorporated into a complete software application. Machine Learning Model Several classification algorithms were tr...
A technology resume is more than a collection of programming languages and frameworks. Recruiters want to understand what you can actually build, how you solve problems, and whether you can work with the tools used in modern software development. If you're preparing a resume for a software developer, web developer, DevOps engineer, data professional, or other technology role, these are the major skill categories you should consider including. 1. Programming Languages Start with the programming languages you actually know. Depending on your career path, these might include: JavaScript TypeScript Python Java C++ C# Go PHP Don't add every language you've ever watched a tutorial about. If an interviewer asks you to solve a problem using a language listed on your resume, you should be comfortable using it. 2. Frameworks and Libraries Framework knowledge is important because modern software development rarely involves building everything from scratch. Examples include: React Next...