At Blackbucks Education, I applied AI and machine learning techniques through hands-on projects, practical assignments, and model development workflows. I worked on data preprocessing, model experimentation, and evaluation for real-world problem statements.
I developed a road accident severity prediction model using 11 driver, vehicle, road, weather, and environmental features. Using a Random Forest Classifier on 15K+ accident records, I trained and validated predictions for slight, serious, and fatal injuries, and built an interface for users to receive predictions with probability scores.
I also developed TalentLink, a full-stack platform connecting clients and freelancers. I implemented role-based authentication with Django REST Framework and JWT, and integrated RESTful APIs and SQLite models with a React.js frontend.
