Projects | Andrei Noguera

Selected Projects

Explore my GitHub repositories and pages: featuring tutorials, personal projects, and ongoing developments in data science, machine learning, and software development. I am continuously uploading new projects to demonstrate my skills and growth.

Labor Concilation Chatbot

Labor Concilation Chatbot

Project Overview This project showcases the development of a chatbot designed to assist users with labor-related queries, including conciliation processes, workers’ rights, employer responsibilities, and conciliator training. It was developed in two phases:

Nov 1, 2024

Github

Github

Showcases a diverse range of tutorials, personal projects, and technical resources aimed at demonstrating my skills.

Oct 27, 2024

Speech Generator with Transformers

Speech Generator with Transformers

Project Overview This project, developed as part of the “Principles of Deep Learning” course in the Master’s in Data Science program, focused on building a speech generator using deep learning techniques, specifically transformers. The model was fine-tuned with presidential speeches and related materials to produce coherent text outputs.

Dec 1, 2021

Automated News Analysis with GCP

Cloud Solutions

Automated News Analysis with GCP

Project Overview This project, developed as a part of the “Cloud Computing” course in the Master’s in Data Science program, demonstrates an automated news analysis system using various Google Cloud Platform (GCP) services. The objective was to create a scalable, serverless solution for extracting, processing, and analyzing news articles from popular media outlets.

Sep 1, 2021

Sentiment Analysis on Twitter About COVID-19 Vaccination in Mexico

Sentiment Analysis on Twitter About COVID-19 Vaccination in Mexico

Reasearch paper publication.

Sep 1, 2021

Secure Chat Application with Cryptography

Secure Chat Application with Cryptography

Project Overview The Secure Chat Application is an advanced messaging system built in Java, designed to demonstrate the practical application of cryptographic techniques in ensuring secure communication. The project includes a client-server architecture, a Public Key Infrastructure (PKI) for certificate and key management, and multiple encryption methods for message confidentiality, integrity, and authenticity.

May 1, 2019

Calculator with Autonomous Decentralized Service-Oriented Architecture

Software Architecture

Calculator with Autonomous Decentralized Service-Oriented Architecture

Overview The ADSOA Calculator Project is an implementation of the Autonomous Decentralized Service-Oriented Architecture (ADSOA) to create a system capable of handling arithmetic operations. The project is built to demonstrate the principles of distributed systems, fault tolerance, and service-oriented architecture, applying these to a simple yet robust calculator application.

Dec 1, 2018