Bianca Clarizze S. Sollesta

Bianca Clarizze S. Sollesta

4th year Computer Science student building fullstack applications and data-driven systems. Currently seeking internship opportunities in frontend, backend, or data-related roles.

Skills

Languages

C • C++ • Python • Java • Javascript • SQL

Web Development

HTML • CSS • JavaScript • React • Node.js • Next.js

Data & Tools

MySQL • MongoDB • SQL • Pandas • NumPy • scikit-learn

Projects

Project Screenshot

Room Reservation System

Room Reservation System with user authentication and a responsive interface. Booking management CRUDs are being implemented using Next.js, Tailwind, and MongoDB.

Fullstack Next.js Tailwind MongoDB Authentication
Project Screenshot

Emotion Recognition System with Audio Data

Classifies human emotions from audio using features such as pitch, intensity, and MFCCs. Achieved 64% accuracy with a CNN and evaluated using precision, recall, and F1-score.

Machine Learning CNN Audio Processing Python Librosa scikit-learn
Project Screenshot

Image Classifier Dashboard

Developed a client–server system using gRPC to stream live CNN training updates. Built an interactive dashboard displaying real-time images, predictions, and training metrics for CIFAR-10.

Machine Learning CNN Python gRPC Client-Server Dear PyGUI
Project Screenshot

Forest Structure Analysis and Classification

Classified forest types in the Tapajós National Forest, Brazil, using tree inventory data. Performed EDA, feature engineering, and trained Random Forest achieving 84% accuracy, highlighting key predictors like DBH and geographic origin.

Data Analysis Machine Learning Python Pandas Random Forest scikit-learn

Education

B.S. in Computer Science Major in Software Technology
De La Salle Universtiy
Expected Graduation: 2026

Contact

bianclarizze06.sollesta@gmail.com