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followers: 85.0 following: 103.0 repos: 50.0 gists: 0.0

Name: Bea Maia

Type: User

Company: Weni

Bio: Machine learning engineer at @weni-ai and computer science undergraduate at UFES, interested in neural networks, deep learning and MLOps :)

Location: Brazil

Blog: www.linkedin.com/in/beamaia/

Hello there from Brazil! 😁 I'm Bea, Machine Learning Engineer with a focus on LLMs and image classification

I'm currently working at Weni as a Machine Learning Engineer, with a focus on LLMs and chatbots. I'm also a part of the Bio-Inspired Lab at UFES, studying image classification with CNNs and image generation with VAE, specifically skin and oral cancer related. I'm also a computer science undergraduate at the Federal University of Espírito Santo, class of 2024/1 🤞

I'm interested in many topics related to deep learning. Here are some topics that I'm mostly interested in:

Quantization of large models (specially LLMs) -> Deploying large models with faster reponse time
Training models with multiple GPUs (in a love and hate relationship with CUDA and Accelerate)
Increasing projects' MLOps maturity. Tracking experiments, automating training and deploying mdoels
Hyperparameter search for different type of neural networks
Creating better classification and detection systems for cancer image to help out pathologyst and doctors

I'm still trying to juggle school and work, while navigating life with fibromyalgia. Other than that, I like playing Civilization 6, Cities Skyline and The Sims when there's any free time. Work-life-heath balance 😁 The cat in my header is my kitten Mei. There's also places that I love in Brazil, anything green or near the ocean 🌊

I'm also interested in research! Check out an article that I published under Bio-Inspired Lab: "Transformers, convolutional neural networks, and few-shot learning for classification of histopathological images of oral cancer" 💻 Let's chat about deep learning!

Bea Maia's Projects

alura-bi

Alura Challenge BI

alura-datasci

Repositório para atividades feitas nas formações de Python para Data Science e Data Science da Alura.

alura-javascript

Activities done in javascript related courses

alura_machine_learning_advanced

Tasks done in the classes of the Alura Machine Learning Avançado program

beamaia

course-ds-base

covid-brazil-es

Analysis of covid data in the state of Espírito Santo in Brazil

cvae-clustering

data-structure-alg-revision

Data structures and algorithm revision for Meta interview

databases-1-exercises

Repository for exercises for the class of Database 1

datasci-demo-1

This is a datasci demo built using techniques learned from the course https://www.coursera.org/learn/devops-dataops-mlops-duke

dijkstra-redes

Repositório do segundo trabalho de Estrutura de Dados 2

eleicoes-resultados-java

Repositório para trabalho da disciplina Programação 3

federated_system_mnist

finances_control_api

API for controling personal finances, fastapi study

github-issue-templates

🔣 A collection of GitHub issue, pull request and security templates

graph-representation

Graph Representation assignment for Graph Theory class.

histovae

This repository contains work towards HistoVAE: creating meaningful representations of Histopathology images using Variational Autoencoders.

ic-different-nets

Undergraduate research testing different neural networks and comparing results

ic-neural-networks-sensitivity-analysis-bb

Studies related to deep neural networks and what impacts its accuracy.

implementation-of-numerical-algorithms

Problems solutions for the class Numerical Algorithms I

kafka-weather

katify

leetcode_solution

ml-algorithm-analysis-heart-failure

multiplicador-arqcomp

Implementação de um multiplicador simples em asm.

neural-network-studies

This repository contains files created with the purpose of learning more about neural networks using Python.

nlp-transformers-studies

Materials used to study more about NER using transformers

oral_cancer_analysis

Analysis of oral cancer dataset from UFES

pascal-compiler

Pascal compiler using Antlr and Mips

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