Please refer to my online CV and GitHub account.
Hereby I summarize my GitHub projects. Hopefully this TOC will make it easier to get an idea of what technologies I am using in my projects.
Machine learning projects in Jupyter Notebooks using Python.
| Repository | Libraries (other than *) |
Progress | Keywords/Description |
|---|---|---|---|
| ScienceEducationLDA | Gensim, NLTK, scipy | Analysis of 100 years of Science Education literature using Machine Learning and Natural Language Processing | |
| PERC_TopicModel | Gensim, NLTK, scipy | Novel NLP algorithm to analyze topics in textual data over time | |
| NER | spacy | Named Entity Recognition | |
| Restaurant_TimeSeries | statsmodels, scipy | Time-series analysis, SARIMAX models | |
| Presidentspeech | nltk, urllib2, beautifulsoup, re, pyLDAvis, wordcloud | Natural Language Processing, feature extraction, LDA, NMF, regular expressions | |
| MITprojects | nltk, gensim, urllib2, beautifulsoup, scrape, re, pyLDAvis, wordcloud | Topic analysis, Web scraping, feature extraction | |
| KalmanFiltering_ConstantVelocity | Study on Kalman filters | ||
| PredictWages_EnsembleMethods | statsmodel | Regressors, ensemble methods, cross-validation | |
| PredictingWages_Regression | scipy, patsy, statsmodel | Regression using different libraries, feature engineering, cross-validation | |
| ChallengerSpaceShuttle | Study on logistic regression |
Standard libraries that I use in every notebook are:
* scikit-learn, pandas, numpy, matplotlib, Jupyter, and other common libraries.
Projects based on Python.
| Repository | Technologies (other than Python) |
Progress | Description |
|---|---|---|---|
| Canvas LMS data export | CanvasAPI | Programmatically download data from Canvas LMS | |
| DocOnce | Docker, pytest, HTML, LaTeX, Docker | Maintenance and development of the DocOnce software | |
| Mezzanine-website | Mezzanine, Django, HTML, CSS, PostgreSQL, SQLite | Site based on Django and the Mezzanine CMS | |
| Djangoresume | Django, HTML, CSS, PostgreSQL, SQLite | Online resume in Django | |
| PyPuma | pandas | Translating to python a gene regulatory network reconstruction algorithm | |
| PyPanda | pandas | Translating to python a gene regulatory network reconstruction algorithm | |
| tantrix | Tkinter, socket, event-driven programming | Implementation of a puzzle game |
Projects using HTML/CSS/javascript/etc. Other projects using web technologies are listed in the Python and InterSystems sections
| Repository | Technologies | Progress | Description |
|---|---|---|---|
| AWS FileRepo | AWS, React | React app for uploading/downloading files using React and AWS cloud services (Amplify, Cognito User Pools, S3 storage, etc) | |
| Boardgame Website | React, Google Firebase | Website for boardgame groups using the BoardGameGeek API | |
| Forum Website | React, Google Firebase | Forum website | |
| React-Redux-CRUD-boilerplate | React, Redux | Boilerplate for React with Redux, reactstrap, router, running CRUD operations on API | |
| Zero Waste Locator | MEAN stack (MongoDB, Express, Angular, Node.js), Google Maps API, RxJS | MEAN app for searching and storing zero-waste shops on Google Maps | |
| JSON2ngForm | Angular | Webpages based on Angular where a rubric (i.e. a “dynamic” form) can be stored to and built from json specification | |
| ngSpotify | Angular | Angular app for searching artists on Spotify | |
| SiteRedirect | HTML, javascript, TamperMonkey | TemperMonkey extension to redirect URLs | |
| IS-ports | HTML, javascript, TamperMonkey | TemperMonkey extension to change ports | |
| iGrow | HTML, javascript, CSS, D3 | App to track a baby’s body measurements and compare it with WHO data |
Projects mainly involving InterSystems’ technologies, in particular Caché Objectscript, DeepSee (InterSystems’ Business Intelligence product), and Zen (InterSystems’ web application framework)
| Repository | Technologies | Progress | Description |
|---|---|---|---|
| DeepSeeButtons | DeepSee, HTML, CSS, javascript | Reporting tool to log an instance | |
| DeepSee_CubeManagerMonitor | DeepSee, amCharts, Zen | Dashboard to monitor the DeepSee Cube Manager | |
| DeepSee_TimeCharts | DeepSee, amCharts, Zen | Better time charts for DeepSee | |
| DeepSee_LastFactPlugin | DeepSee, Zen, javascript | DeepSee plugin KPIs | |
| DeepSee_SecurityTools | DeepSee, Caché ObjectScript | Class setting up security on a Caché instance | |
| Install-Samples-BI | Caché ObjectScript | Automatically download and install the SAMPLES namespace on a new Caché/IRIS instance | |
| DeepSee-USNames | DeepSee, web scraping | Cube and dashboards from web scraped data | |
| DeepSee-Erdbeben | DeepSee | Cube and dashboards created from web scraped data |
| Repository | Technologies | Progress | Description |
|---|---|---|---|
| Syntax for the Sublime Text editor | Sublime Text, YAML | Highlight syntax for file editor that I use for plain text files | |
| Mint Window Manager | Linux, bash | Bash scripts for tiling windows in Linux Mint |