Projects

Selection of projects that I have worked on over the years.

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