This repository contains all the data analytics projects that I've worked on in python.

This is a work consisting on a comparative evaluation of different MT methods for legal text translation (en-fr)

Inspired by the realm of Neural Network machine translation, I trained a sequence-to-sequence (seq2seq) model on a dataset of English and French sentences that can translate new sentences from English to French. The dataset used in this project was the Dataset of English and French Sentences.

Udacity NLP ND: Temporal Deep Neural Networks (Keras RNN variants) for English to French machine translation

An english to french machine translation

A pocket dictionary (EN>FR) made for the Final Project for QMUL Module LIN6209 Coding for Linguists

Deep learning translation model using transformer

A Python implementation of the Transformer architecture built from scratch, showcasing attention mechanisms and sequence modeling for tasks like text processing.

📊 Analyze data with projects featuring Excel, statistical methods, MySQL, and visualization techniques to drive insights and effective storytelling.