Name: Silvia Onofrei, PhD
Type: User
Bio: Machine Learning Scientist & Mathematician | Problem solver with GenAI, NLP & Graphs
Location: Boulder, Colorado
Silvia Onofrei, PhD's Projects
Contains Google Colab or Jupyter notebooks, as well as other associated files for my Medium blogposts.
Binary classification project in PySpark on an AWS-EMR cluster to predict customer churn.
Generate a dataset to finetune a LLM to generate Cypher code from questions given in natural language (English).
Use data visualization, hypothesis testing and machine learning methods to analyze StackOverflow developers survey data.
Text classification of messages collected during and after a natural disaster. Deploy a Flask app on Heroku .
Projects completed for the Data Scientist Nanodegree with Udacity.
Projects for the Machine Learning Nanodegree with Udacity.
Projects completed for the NLP Nanodegree with Udacity.
Projects for Data Analyst Nanodegree with Udacity
SparkNLP and Healthcare SparkNLP based analysis of scientific literature on equine colic.
Eclectic collection of knowledge graphs and useful datasets.
Project 3 in Data Scientist Nanodegree with Udacity. Build a recommender engine for IBM Watson.
Holder of the profile-level README file.
Create a knowledge graph based on Towards Data Science blogs.
collection of text2cypher datasets, evaluations, and finetuning instructions
Dashboard app using World Bank Data API.