Debagyan Bordoloi

Summer Research Intern @National Institute of Technology Silchar

Silchar, IN

Title of the project: Sketch-Based Image Retrieval using ML About the Project: Explored sketch-based image retrieval (SBIR) using deep learning, focusing on user intent modeling and visual-semantic alignment to improve retrieval relevance between sketches and natural images. Responsibilities: Implemented a contrastive learning model to align sketch and image embeddings in a shared latent space, incorporating confidence-based ranking for similarity retrieval. Contributions: Conducted research and focused on ML model evaluation and experimentation using real-world sketch datasets for enhanced retrieval performance.

Pragya Academy, Jorhat

10+2, Science

Don bosco Higher Secondary School, Baghchung, Jorhat

10th, Schooling

National Institute of Technology Silchar

B.Tech , Computer Science and Engineering

Provenance, Jorhat

10+2 Coaching, Science