Sonia Akther Mufsina

I'm currently a Machine Learning Engineering Intern at FlyRank, building on hands-on work in machine learning, deep learning, and full-stack web development.

I've developed a CNN-based Face Emotion Recognition system using TensorFlow and Keras, including image preprocessing, data augmentation, EarlyStopping, real-time prediction, and Matplotlib visualization. I also built TalentSync, a role-based freelancing management platform with job, portfolio, and financial tracking features.

My projects include a full-stack MERN travel planning and booking platform with JWT authentication, bcrypt security, reviews, email notifications, and AI recommendations, as well as secure PHP/MySQL systems for social-service operations. Alongside my technical work, I've led youth clubs across five schools and supported university volunteer and community outreach programs.