4The Freelance Gig Forecaster
An AI-powered forecasting tool designed to act as a strategic co-pilot for independent developers and freelancers. The application analyzes market patterns based on an applicant's hourly rate, delivery time, portfolio size, and tech stack to predict the precise probability of landing a project. The machine learning model is a Gradient Boosting Classifier trained on a custom-generated synthetic dataset of 10,000 gig proposals, achieving an 86.90% accuracy rate. The prediction pipeline is wrapped in a high-performance Python FastAPI backend deployed on Render, which serves real-time data to a modern, glassmorphism-inspired frontend built with React 19 and Tailwind CSS.




