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Marcos Ortiz-Tirado Miranda has a diverse work experience in various positions and industries. Starting in 2018, they worked as a Environmental Consultant at Gestoria de Proyectos Ambientales y Seguridad S.C., where they conducted internal programs for civil protection, environmental risk and impact studies at municipal and state levels. Marcos'sresponsibilities included managing small databases, creating risk matrices in Excel, and utilizing QGIS for mapping and Geographic Information Systems.

In 2020, Marcos interned as a Business Analyst at Centro Nacional de Control de Energía. Here, they analyzed market data using Excel's Pivot Tables and created interactive dashboards in Power BI. Marcos also utilized Python with Scikit-learn and Keras-Tensorflow to apply a LSTM Recurrent Neural Network for forecasting electricity prices. Additionally, they developed a web application using Python's Dash and Plotly, and deployed it on Heroku for visualizing and downloading day-ahead forecasts.

In 2021, Marcos joined Derivatech as a Product Manager. In this role, they designed investment and hedging strategies involving financial derivatives, particularly stock options. Marcos analyzed user activity, transactions, and strategies to create monthly performance reports using Excel's Pivot tables, Power Query, and dashboards. Marcos also executed trades and managed liquidation risk through different indicators as part of the Trading Desk.

Most recently, in 2022, Marcos joined UnDosTres as a Credit Risk Analyst. Here, they built ML algorithms to model the probability of default for credit card customers. Marcos developed visualizations and tools to monitor credit portfolio and KPIs, as well as create automated pipelines for customer communication based on highest probability of success.

Overall, Marcos Ortiz-Tirado Miranda has demonstrated a strong skill set in areas such as data analysis, forecasting, risk management, and financial derivatives throughout their work experience.

Marcos Ortiz-Tirado Miranda completed their undergraduate education at ITESO Universidad Jesuita de Guadalajara from 2017 to 2021, earning a degree in Ingeniería with a specialization in Financiera. In addition to their formal education, Marcos also obtained certifications in Algorithmic Trading from QuantConnect in January 2022 and in SQL Data Analysis with BigData from Udemy in January 2022.