Credit Risk Analysis Predicted whether a person applying for a credit will be able to repay his debt or not. Manipulated and visualized data, and performed data pre-processing for a dataset of +50,000 transactions. Trained many supervised models achieving +0.65 ROC AUC. The models used were DecisionTree, XGBoost, and LightGBM. Created a micro-services architecture using Docker for container management, Redis for middleware implementation and FastAPI for backend service development. ● Products r
● ● Carried out the structural designs of the floor systems of vertical structures located in coastal cities in the United States, in both reinforced slabs and post-tensioned slabs under regulations of ASCE and ACI. Participated in the design of more than 15 projects related to the structural design of all kinds of buildings such as residences, parking, and student houses. All the above with minimal supervision. Main Skills: Autonomy, Self-motivation, Proactivity, Team Work. Civil Engineer to
● Supported the activities in charge of the Technical Direction of the Management Unit for the construction of the project AEROPUERTO DEL CAFE, STAGE 1 such as: ○ ○ Review of payment supports for disbursement of the advance payment of US$7.5 million Review of structural designs ● Optimized excavation times by 50% in the first phase, through extensive analysis of the excavation techniques and the available machinery. Main Skills: Problem Solving, Propositive Mentality, Under pressure work,