Andrea Aguilar

Text Analytics and Dialog Systems Data and text analysis, Natural Language Processing, Question Answering Chatbot implementation. Web Development Python, Dialogflow, SPARQL, Flask, HTML, JavaScript

Budget, Planning and Analysis Section Analysis of budgetary/financial data, improvement of data visualizations Creation of budget reports and interactive dashboards Implementation of tracking mechanism for efficiencies Excel, Tableau, Power BI

Big Data and Cognitive Systems Department Machine Learning and Deep Learning models, particularly Neural Networks and Memory Networks (End-to-end, Key-Value) for data and text analysis Natural Language Processing and Question Answering for Info. Retrieval Analysis and optimization of models’ parameters, depending on the model and corpus structure Python, TensorFlow, NumPy, Keras, Scikit-learn, R

Management of Organization, Efficiency and Relationships with Citizens Data analysis and data visualization related to demographic and municipal elections data

Statistic Methods and Probability Department Development of a software in Java for optimize compound feed formulation using linear programming techniques

Logistics Department Application of mathematical models to transportation problems

Data and Text Mining, Machine and Deep Learning, NLP, Artificial Intelligence, Statistical Modeling, Time Series, Object Oriented Programming, Data Bases, Operational Research, Linear, Continuous, Integer and Stochastic Programming, Stochastic Processes and Probability

Algebra, Physics, Geometry and Topology, Computer Science, Mathematical Analysis, Discrete Mathematics and Optimization, Science Calculus and Numerical Simulation, Differential Equations, Probability and Statistics, Mathematical Modeling, Cryptography