- Estimate actuarial provisions.- Calculate insurance premiums.- Elaborate technical notes for the enterprise products.

- Forecasted the company s headcount and income using ARIMA models and LSTM neural networks.- Data visualization of relevant information regarding the company's income, cost and worked hours.- Facilitated relocation of employees by clustering projects considering a considerable amount of features.

- Develop a platform for data visualization and treatment for energy simulations and comfort assessment

- Taught courses to first and second year university students.- Elaborated and graded partial exams.

- Develop mathematical models and use ML models to estimate Expected Credit Losses and default probabilities of credit users in El Salvador.- Identify suspicious operations of the financial entities of the country using unsupervised learning algorithms.

- Freelance team manager in web and mobile development.

Researcher of the Mathematics Modeling Center (CMMC3).- Develop mathematical models.