![MA](https://d2abrqas732254.cloudfront.net/images/specialists/3ca45a96a31663ca3f4d2d11de21c8436250c1eb.jpg)
English:
Advanced
Miguel A.
Vetted by YouTeam
Mexico
UTC -06:00
America/Mexico_City
English:
Advanced
Software Engineer with 2.5 + years of experience in Full-Stack Development,Python / Django, Javascript / Angular / JQuery, Java, Unix Shell.
Want to hire this engineer?
Check if Miguel is availableExpertise
Years of commercial development experience
3 years of experience
Core technologies
Other technologies
Project Highlights
Rentalios Web Application
Jun `21 - Present
3 years
Jonajo
Room price comparison web application.
Responsibilities & achievements
Implemented backend web scraper to expand Rentalios web application to display room rental info from Colombia, Argentina, UK using the KNN Algorithm and Python. *Implemented scraping from third party rental room websites, channeling data through an ETL pipeline for cleaning and then storing into Neo4j graph database. *Used Pandas to extract information from csv files, and for data manipulation with Data Frame. Used it to clean the information collected, normalizing the information and complying with the required format. Filled empty fields or invalid with numpy.nan. *Deployed a MYSQL DB instance on AWS RDS for Rentalios scraping, added security group rules, created tables for each site scraped.
Classification Neural Network Project
Apr `21 - Jun `21
2 months
ITESM
Neural network to differentiate animals (dogs and cats) as well as adjusting the parameters.
Responsibilities & achievements
*Used Jupyter notebook to create a neural network to differentiate dogs and cats as well as adjusting the parameters. *Used libraries such as Numpy, Pandas, Sklearn, Keras and Matplotlib. *Created a neural network from scratch, implemented the necessary functionality so that layers could be created of different numbers of neurons, trained the model and then predicted sets of real images. *Optimized the network by defining the number of layers, the number of neurons, the learning rate and the activation function. *Adjusted the parameters until the prediction got a result greater than 70%. *Used numpy for mathematical operations with vectors, such as dot product, division of vectors, generation of random numbers, etc.
Steel manufacturing universal prediction model
Mar `21 - Jun `21
3 months
Ternium
Web application for Ternium Steel Company where they would be able to upload a xlsx file loaded with data they previously collected, select different variables and a target variable, to train a machine learning model and then be able to make predictions with real data. The uses the client has for this are very varied from predicting the arrival of trucks, predict the correct temperature for boilers and predict whether a truck load is going to be rejected, the input data could be either discrete or continuous.
Responsibilities & achievements
*Trained machine learning so it could be able to make predictions with real data. *Generated a Random Forest Regression to predict variables in Keras a neural network and adjusted the number of layers, the activation function, and the number of training epochs.
Crypto Trading Bot
Jan `21 - Dec `21
11 months
ITESM
Bot in Python to automate sales and purchases of cryptocurrencies on Binance.
Responsibilities & achievements
*Created purchase orders automatically for the selected cryptos through the Binance API. *Integrated the CoinMarketCap API to obtain information related to the tokens, it analyzes and displays the cryptocurrencies with the most growth potential.
Universal Training Model Interface
Jan `21 - Dec `21
11 months
ITESM
Web application developed in ReactJS and Flask for Machine Learning.
Responsibilities & achievements
*Designed and optimized a neural network model in Python using Keras. *Implemented the functionality to display all the first rows of the data. *Implemented historical data in an xlsx file, the user was able to train the models that are exported and used to predict variables of interest.
Cattle Management System
Jan `20 - Dec `20
11 months
ITESM
Web application developed in React JS and TypeScript that helps in livestock management.
Responsibilities & achievements
*Implemented forms to record data used by the application. *Integrated a MySQL relational database on AWS in the backend. Deployed the MYSQL on AWS database and created the queries to insert new data.
Education
Higher education in Computer Science
Agency
10-50
GMT-8
Palo Alto / USA, Monterrey/Mexico, Indonesia
Core Expertise
Industries
Logistics & Transportation, E-Commerce & Retail, Entertainment & Games, Construction & Real estate, Sports & Fitness, Social Media & Communication, Travel & Tourism, Booking & Rent, Beauty & Personal Care
Want to hire this engineer?
Check if Miguel is available