Analysed and elaborated technical notes of the company products.
Calculated multiple actuarial provisions.
Computed premiums and charges for life, medical, motor, credit card and other insurance products.
Applaudo Studios
Data Engineer Intern - Dec. 2022 - May. 2023
Forecasted the company's headcount, income and worked hours using ARIMA models and LSTM neural networks.
Prepared the pipelines for future implementation on Google Cloud Platform.
Data visualization of relevant information regarding the company's income, cost and worked hours.
Facilitated relocation of employees by clustering projects considering multiple features.
Center for Modeling and Simulation of Strasbourg
Intern - Jun. 2022 - Sep. 2022
Developed a platform for data visualization and treatment for energy simulations and comfort assesment.
Implemented a data imputation algorithm to fill historical gaps in thermal data.
Escuela Superior de Economía y Negocios
Mathematics Lecturer - Jan. 2021 - Jan. 2022
Taught the mathematics I, II and algebra I courses to first and second year university students.
Superintendencia del Sistema Financiero
Data Scientist - Mar. 2021 - Jun. 2021
Developed mathematical models and used ML models to estimate Expected Credit Losses and default probabilities of credit users in El Salvador.
Identified suspicious operations of the financial entities of the country using unsupervised learning algorithms.
Logigoat
Startup Creator - Sep. 2020 - Jun. 2021
Managed freelance teams in web and mobile development.
Developed software, websites, mobile applications and landing pages.
Universidad Francisco Gavidia
Researcher - Jul. 2019 - Sep. 2020
Developed mathematical and statistical models for the Mathematics Modeling Center (CMMC3).
Published papers about COVID-19 and other models.
Worked side by side with the Salvadoran Foundation for Economic and Social Development (FUSADES) and with the Central American Integration System (SICA) to offer solutions to the pandemic in El Salvador.
EDUCATION
University of Strasbourg
Master's degree - Sep. 2021 - Jun. 2023
Applied Mathematics: Scientific Computing and Information Mathematics (CSMI).