BrenoAV

M.Sc Student in EE | ML Researcher

[GitHub] [Linkedin]

About

Bachelor's Degree (B.Sc) in Electrical Engineering from the Universidade Federal de Campina Grande.

Ongoing studies towards a Master's degree in Artificial Intelligence applied to EE.

I was a researcher at IEL, in collaboration with Ford Motor Company, to advance the field of artificial intelligence research. With two years of experience in this area, I had the opportunity to work on computer vision problems and time series analysis.

I am interested in Machine Learning and Deep Learning.

My hobbies are running, watch TV Shows & Movies, podcasts, and casual astronomy content.

Portfolio

Machine Learning

• Machine Learning Studies
• General repository dedicated for Computer Vision Studies
• Machine Learning algorithms from scratch
• Application of an AI model to predict digits built in Fast API and Docker

Amazon Web Service (AWS)

• Bucket (S3) upload and download using Python
• Machine Learning Application hosted on EC2
• SageMaker pipeline to predict digits
• Lambda function to track upload files in S3 and send an email

Google Cloud Platform (GCP)

• Big Query Application (Injection and Loading)
• An Dashboard using Dash (Plotly) and Google Cloud Run for deployment
• Send articles news from web to Kindle via GMAIL API

Apache Kafka

• Application that writes and reads data from a Kafka Broker

Apache Airflow

• Scheduler to download Sunspot Number and generate predictions using Airflow as an orchestrator

PySpark

• PySpark YouTube Trending Analysis
• A "Hello World" application using House Pricing and Linear Regression to predict houses' price

Natural Language Processing

• Sentiment Analysis using Scikit-Learn, TensorFlow, and PyTorch
• Semantic Search using OpenAI API + ChromaDB
• 🆕 Retrieval Augmented Generation (RAG) using LlamaIndex

Time Series

• Time Series Forecast (HWES & Prophet) on the Daily Climate dataset

Others

• Game created using Love2D framework (Lua Programming)
• Convert Images Tool
• Simple contact book application using PySimpleGUI and SQLite3
• 🆕 Password Hashing using bcrypt algorithm

Publications

Books

Technical Books

Literature Books

A Brief History of Time

The Foundation

Foundation and Empire

The Curious Incident of the Dog in the Night-Time

Fantastic Mr. Fox

Charlotte's Web

The Story of Doctor Dolittle

Ative sua Mente

Pai me compra um amigo

Yes to Life: In Spite of Everything

Flamingo Boy