Jorge A. Sauceda-Flores
PhD in Physics & IT Consultant
I have experience working with Python (Pandas & Django), R and SQL, Javascript (Nest, React, Angular & Qwik), Matlab/Octave, LaTeX, GNU/Linux, *BSD, and more. My interests include Data Science, Web Development, Machine Learning algorithms, Statistics, Magnetism, Optics, and Game Theory.
Featured Projects
PhD Thesis Project
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Supervised machine learning analysis of neutron scattering data collected from magnetic skyrmion materials at the nuclear reactor at ANSTO
Data Science Projects
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A collection of small to middle-sized projects featuring Regression and Classification algorithms performed on public data sets using Jupyter notebooks, Pandas, Scikit-learn, R, caret, and more.
Django Recipe Book
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Django and Material Design kitchen blog. Here, registered users can create a user profile, submit, edit and delete articles, comments and photo galleries. The Summernote HTML editor is used to edit and format large text entries.
Nest-React Contact Manager
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Here, NestJS, MongoDB and Passport jwt authentication are used to implement a REST API backend. While, the frontend utilizes React, Semantic-UI, React-Query and Zustand to create a contact manager application.
Chime Meetings POC
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A proof of concept video conference application built on top of the AWS Chime Meetings SDK using the SST Framework for the backend and a React frontend site ready to be deployed using the Serverless Framework.
Chime Messaging POC
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A proof of concept chat application built on top of the AWS Chime Messsaging and AWS Chime Identity SDKs using the Serverless Framework for the backend and a React frontend site ready to be deployed using the SST Framework.