Gabriel Preda's Projects
Download and export a dataset of bird songs recordings metadata
Covid-19 tweets
Daily county data for Romania, scrapped from official announcements site
The software behind dexonline.ro.
Exploratory code to see if we can learn about feature relationships in a DataFrame using machine learning
Erlang OTP tutorial - only learning material
Example for creating a minimal API using Flask to expose a Python model
Kaggle Notebooks, Utility Scripts using Generative AI tools to check new models, test with various prompts, create Retrieval Augmented Generation solutions, AI Agents, to automate processes etc.
Kaggle Kernels (Python, R, Jupyter Notebooks)
Mesh files are used in FEM solutions for PDE problems to describe the geometry of the problem and the materials. This R package is used to parse a 2D mesh file in ATLAS format and plot the 2D mesh using a plot3D function, polygon2D.
NASA Space Apps Challenge | COVID - May 30-31, 2020
Open Source Computer Vision Library
Example of creating a minimal API to expose a R model using plumber
R version of Python bubbly repository, a homage to Rosling's Gapminder
Extract content from a subreddit
This case study shows how to create a model for text analysis and classification and deploy it as a web service in Azure cloud in order to automatically classify support tickets. This project is a proof of concept made by Microsoft (Commercial Software Engineering team) in collaboration with Endava http://endava.com/en
Collect Tokyo2020 Olympics Tweets
Tweets by Donald Trump, the 45th President of United States