Projects

MANTIS [Multi-Architecture Neural Text Intelligence System] - A Named Entity Recognition (NER) and document type classification project that combines transformer-based models (BERT and T5)

IPA2WAV - A deep learning-based text-to-speech synthesis system that converts International Phonetic Alphabet (IPA) symbols to speech

Grapheme-to-Phoneme Synthesis - An LSTM based model for machine translation applied to grapheme-to-phoneme synthesis.

Intellidoc - An advanced document classification algorithm using Large Language Models (LLMs).

Transformer from scratch - Implementation of the Transformer model from scratch in pytorch

Multi-Class Classification with a Neural Network on the Iris Dataset

Exploratory Data Analysis in Machine Learning