Iván Corona
EXPERIENCED ELECTRICAL ENGINEER | DATA SCIENCE | MACHINE LEARNING
Welcome to my portfolio. Please, feel free to explore a glimpse of the projects I've contributed to. From machine learning to data analytics, and electrical design.
About Me
My name is Ivan Corona, an electrical engineer with experience leading automation projects for companies such as Amazon and Walmart.
My goal is to make meaningful contributions to the development and execution of artificial intelligence projects, particularly in key areas such as smart cities, renewable energy and energy systems.
How do I define myself? I see myself as an agent of change. You may not notice it right away in an initial conversation, but working on a project with me or after sharing some beers you will realize.
Outside of work, I enjoy traveling, reading, and participating in cultural and sports events. I am committed to sharing my knowledge in programming and artificial intelligence to inspire innovative solutions.
What I do ...
Explore below to learn more about my expertise and how I can contribute to your projects.
Data Analysis
Expert in data analysis using Python, Pandas, and NumPy. Able to clean, transform, and analyze complex data.
Data Bases
Database expert: SQL (MySQL, PostgreSQL) and NoSQL (MongoDB). Able to design and manage databases efficiently.
Data Visualization
Ability to create dynamic visualizations that facilitate understanding of complex information using Javascript and Tableau.
Machine Learning
Able to develop and apply machine learning models to solve a variety of problems and make data-driven decisions through sckit learn and tensor flow
Electrical Design
Strong experience in electrical design using Autocad and ETAP. Deep understanding of standards such as NEC and NFPA, and ability to perform accurate electrical calculations.
Automation
Control and automation with experience in VFDs, sensors, and PLCs. Able to design and program control systems to enhance efficiency and safety in industrial processes
Portfolio
Explore my portfolio to discover a showcase of my past projects and accomplishments, from data analysis and machine learning to electrical design and automation.
Electric generation visualization
This project provides interactive visualizations of electricity generation statistics in Mexico from 2018 to 2023.
Electric generation prediction
Data from CENACE was utilized to analyze and forecast electricity generation using a recurrent neural network.
Electric faults prediction
This project focuses on predicting electrical faults using machine learning models, such as SVM, KNN, DT, RF.