Patrick Georges Email & Phone Number

I have three fields of interest: 1) Economics (international economics, demographic economics, and financial economics), 2) Data science, data visualization, data ‘animation’ and ‘sonification’, exploratory and explanatory data analysis, machine learning and deep learning, and 3) Music and statistics (including music information retrieval). Some modeling techniques or data analysis techniques I have used are:. Object-oriented programming in Python. Agent-based modelling in Python· Machine learning and deep learning in both Python and R (classification, clustering, prediction...);. Convolutional neural networks and recurrent neural networks for music classification. Music programming in Python, piano rolls from MIDI files….. Generative Art, ASCII Art, Art-style transfer. Recommander systems. Natural language processing (nltk, BERT, ...) for text analysis, topic modelling, .... Social network analysis (networkx,…)· Data visualization in Python, R, d3.js (JavaScript). Cartography, map projections, geospatial data, bi-variate (value by alpha) choropleth maps…. Web scraping (text and data) with Python BeautifulSoup, Selenium,…· Twitter API, Spotify API,…· Overlapping-Generations General Equilibrium Modeling; · Dynamic Computable General Equilibrium Modeling (Multi-Country & Multi-Sector);· Stochastic Simulation Methodologies for Macro-Econometric and Financial Models;· Techniques of Stochastic Calculus applied to specific fields in Finance: *Pricing of options and other derivatives, *Investment under uncertainty (option value of waiting), *Modeling the term structure of interest rates, *Modeling the process of exchange rate regime switching (exchange rate target zone; currency crises and speculative attacks);

Listed skills include Policy Analysis, Public Policy, Research, Economics, and 14 others.