Hello, I am
Carlos
Phd Student 🎓
Researcher 📚
Full Stack Developer 🧑🏻💻
Data Scientis 📈
Entrpeneur 🚀
AI & ML lover 🦾
Looking to collaborate 🤝
Applying AI to IoT solutions
Combined with Web Dev
English, Spanish and Portuguese fluent
@2023 CARLOS MORALES
All rights reserved
Making Data add Value
with Good Designs
PhD Researcher
I am a PhD candidate at UFSC in Santa Catrina, Brazil, currently working with AI and Wireless Sensors
Web Designer
Love to design beautiful web designs using Figma
Entrepeneur
Currently building my own business
Full Stack
I am also, a Full Stack developer, passionate about creating cool & functional web applications, using the MERN stack, Django and PosgreSQL
Data Scientist
As a data scientist, I have experience doing data visualization, pattern recognition, data preparation, deep learning, and machine learning.
Engineer
Automation Engineer graduated with master's degree in Electronics
@2023 CARLOS MORALES
All rights reserved
My Creative Portfolio Section
Anomaly Detection in S&P500
Design and train an LSTM autoencoder Tensorflow to detect anomalies in the S&P 500 index.
Python
E Commerce Data Exploration
Data exploration of E-Commerce in Brazil using Public Dataset by Olist from 2016 to 2018.
Python
Evaluation of Deep Learning Methods in a Dual Prediction Scheme to Reduce Transmission Data in a WSN
MDPI Open Access paper about ML in WSN
Papers
Modern Website about payment
Landing page made in with Tailwind CSS and React in a modern style.
Web App
Multivariate Data Prediction in a Wireless Sensor Network based on Sequence to Sequence Models
IEEE published Paper about time series forecasting in WSN, using different Neural Networks
Papers
Multivariate Time Series in WSN
Explore data from a WSN in a Hydroelectric using Machine Learning methods and Python.
Python
Notes and Memories Blog App
It is a simple app to post different memories or notes.You can use the form to enter an idea or a memory.
React
RISC-V Single Cycle uP
Design and implementation in VHDL for FPGAs of a single cycle RISC-V based architecture.
Electronics
Random Forest on Titanic Dataset.
Explore the features from the Titanic Dataset available in Kaggle and build a Random Forest classifier.
Blog
Real-Time Application Development Using Websocket in Django
Real time dashboard with ReactJS, Django and Channels and Raspberry Pi Sense Hat
python
Starting in Machine Learning
For starters in the world of AI. What is Machine Learning, what is Deep Learning, what is Data Science, what you need to know before start, sources of information, code and solutions.
Blog
Streamlit Application for WSN Forecasting
Forecasting Time Series with Attention Models
Machine Learning
@2023 CARLOS MORALES
All rights reserved
Skills, Experience & Education
Arduino
CSS
Django
Docker
FastApi
Figma
Git
Github
HTML
InfluxDb
Javascript
Jupyter
Machine Learning
Material UI
MongoDB
Node
Numpy
Pandas
Python
Raspberry Pi
React
Redux
Scikit-Learn
Streamlit
Tailwind CSS
Tensorflow
2022-actual
Founder and CEO
ViberAir
2022-actual
PhD Electrical and Electronics Engineer
Universidade Federal de Santa Catarina
2022-actual
Leading Software Developer
Wireless Precision
2019-2021
Master's degree, Electrical and Electronics Engineering
Universidade Federal de Santa Catarina, Brazil
2018-2019
Electronics Engineer
Universidad Tecnológica de La Habana
2013-2018
Automation Engineer
Universidad Tecnológica de La Habana, CUJAE
@2023 CARLOS MORALES
All rights reserved
@2023 CARLOS MORALES
All rights reserved