I have carried out several analytical projects where we must carry out the solutions based on the recognition of the need, approach to architecture in the cloud, execution of the architecture, performance tests and delivery to the client. Everything from agile methodologies like SCRUM.
Major achievementThe opportunity to implement several models in Azure using Logic Apps, Data Factory, Data Lake Gen 2 and Azure Functions that allowed me to acquire knowledge in the cloud. I have implemented several models that our client uses on a day-to-day basis and facilitating the daily work of their analysts
- Development of a Bayesian network to determine the probability of operating outage due to lightning strikes on a high-voltage power transmission line. - Strategy for the retraining of an image analytics model for the detection of failure modes in power transmission lines. - Support in the development of a data lake for the ISA business area.
Major achievementI managed to advance hand in hand with the business in a model for failure modes in the transmission lines, a project that continued to be implemented hand in hand with the technological change made by the company, such as the implementation of drones and the images of these as inputs. to the model.
- Linear optimization model on the hours of unavailability of assets regulated by CREG resolutions. - Image analytics model to identify failure modes in power transmission lines .{** *}- Conceptual statistical analysis of the demand signal and frequency of energy in Colombia for the acquisition of batteries. - Calculation of equipment unavailability hours using fuzzy logic for the Group{* **}ISA.
Major achievementI developed several models that help in the day-to-day running of the company and for this I received an award for best practices project.