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From ERP to Machine Learning and Back
Jul 05, 2020

I have been implementing and managing Enterprise Resource Planning (ERP) systems for several years. My ERP journey started at the FIU Computer Science department where I was working on a degree in Computer Science and had taken a few courses in Artificial Intelligence (AI). One day, I visited the Dean of the department seeking advice on what courses to take next to improve my IT knowledge and enhance my career. The Dean, a knowledgeable individual, advised me that “rather than re-inventing hot water, I should learn to use systems and applications already created by others”. I followed his advice and instead of working on a master’s degree in Computer Science with concentration in AI, I began learning and working with ERP systems at my job then as an IT Manager.

What is ERP?
Enterprise resource planning is a process used by companies to manage and integrate the important parts of their businesses. Many ERP software applications are important to companies because they help them implement resource planning by integrating all the processes needed to run their business with a single system.
Working on and learning about ERP became my passion. But ERP systems are broad and typically large, and it is not possible to know all about them, so you need to concentrate on certain areas of the system. I choose to learn the technical aspects and a couple of functional areas: distribution and manufacturing. I also learned to implement them and eventually became an ERP Project Manager. I have managed Epicor, SAGE, and Infor (Baan and LN) implementations.

Implementing ERP Systems
Implementing ERP systems is a lot of fun, you deal with different scenarios and business organizations. You also deal with lots of data and make decisions based on such data. You even try to make predictions (examples are Demand Planning and Demand Forecast) based on data with various degrees of success. The most successful models typically use intelligent algorithms. But data is just data and ERPs are information-hungry beasts. As information is data with a purpose, you first must make sense of that data before it can be used by the system.
And that is one of the reasons why I have enrolled in AI Machine Learning: from Data to Decisions, an online class with MIT Professional Education. According to the curriculum, this class will take me from understanding data, making predictions, making decisions, to understanding the results. I think I could become a more effective ERP implementer if I could help make better and more intelligent decisions. I look forward to sharing my progress with you.
After that, my next stop will be at Intelligent Supply-Chain. I feel there are plenty of opportunities at better understanding, classifying, and optimizing supply-chain data.
Orlando Duran

EPIC's new home
17 Nov, 2023
Now, we are thrilled to announce that, thanks to our partnership with the Miami Foundation, we have moved to our new home! This was made possible by the Miami Open for Business program, which aims to develop historically underserved areas in Miami Dade county bringing new business, enhancing employment opportunities, and refreshing the local economy. Meanwhile, the program empowers minority-led small businesses, like EPIC, to continue to build prosperity, equality, and diversity. We are very proud and grateful to be part of such special mission.
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