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Master in Computer Science

Center for Computing Research, IPN, Mexico City, Mexico

• Financial Markets Analysis Under the Effect of Information Difusion on Social Networks
• In this work we use sentiment analysis for financial applications. With the combination of natural language processing, machine learning, and time series analysis, we justify the use of public sentiment present in opinions expressed on Twitter towards companies listed in the Mexican Stock Exchange to predict the future movement of their stock prices.

Mathematical Engineering

National Polithecnic Institute, Mexico City, Mexico

Adjunct Professor

Department of Engineering Studies For Innovation, Universidad Iberoamericana

• Machine Learning - Actuarial Sciences.
• Algorithms and Programming Workshop - Industrial Engineering, Commerce.
• Image Processing Laboratory

Adjunct Professor

Department of Engineering Studies For Innovation, Universidad Iberoamericana

• Data Intelligence - Actuarial Sciences.
• Selected Topics on Information Systems - Actuarial Sciences.

Adjunct Professor

Department of Engineering Studies For Innovation, Universidad Iberoamericana

• Data Intelligence - Actuarial Sciences.
• Machine Learning - Actuarial Sciences.

Adjunct Professor

Department of Engineering Studies For Innovation, Universidad Iberoamericana

• Technologic Trends - Business Administration, Commerce, Hospitality.

Adjunct Professor

Department of Engineering Studies For Innovation, Universidad Iberoamericana

• Technologic Trends - Business Administration, Accounting, Marketing.
• Data Intelligence - Actuarial Sciences.

Data Scientist

Freelance

• Twitter analysis app based on the Twitter API featuring network analysis, social media mediation tools, data mining, natural language processing, and data analysis.
• Data mining and analysis for a Covid-19 social network sentiment analysis focused in Mexico since the pandemic started. Article submitted and accepted at COMIA 21.
• Multiple freelance projects with local business.

Phishing Detection

• Project aimed to build novel phishing detection models. NLP consultant.

Opinion mining for electoral preference modeling

• Part-time data collector in collaboration with Ph. D. Mauricio Flores.

8M on Twitter

• Social network analysis and data collector of 2023 International Women’s Day movement on Twitter in collaboration with Ph. D. Maricela Portillo.

Imagen Mexico Project

• Project aimed to analyze the overseas image of Mexico via tweets and news headlines. Data Scientist in charge for data recollection, processing and building learning models.

Data Mining of Mining in Latin America

• Project aimed to study the environmental impact of mining activities in Latin America as reported in alternative news media. Part-time data collector and annotator.

• Department award for teaching performance