Selected Projects

News Classification Using RNNs and LSTMs

Implemented news classification models using Recurrent Neural Networks and Long Short-Term Memory networks for accurate text categorization.

News Classification with GRUs & Bi-Directional LSTMs

Advanced news classification using Gated Recurrent Units and Bi-Directional LSTMs to capture context from both directions.

Image Similarity Search with FAISS & ResNet50

Built an efficient image similarity search engine using Facebook AI Similarity Search (FAISS) and ResNet50 for feature extraction.

English-to-French Translation via Transformer

Implemented a Transformer model from scratch for English-to-French machine translation, understanding the core attention mechanisms.

Pneumonia Detection from Chest X-Rays

Developed a Deep Learning model using CNNs to detect pneumonia from chest X-ray images with high accuracy.

ArtSnap

An innovative application involving art recognition or processing. (Description based on title, customizable).