Natasha Ravinand's repositories
Infectious-Disease-Modeling-Specialization
Infectious Disease Modeling Specialization offered by Imperial College London through Coursera.
Intro-to-Geospatial-Data
Some code I've written to get acquainted with geospatial data and packages.
Amity
Machine learning model identifying users in social media sites with deteriorating mental health to connect them with resources and help.
Campaign-Calculator
Cleaning, wrangling, and analyzing data from 50 states to obtain expenditure summaries for 4,500+ candidates in federal and state office.
Data-Exploration-and-Analysis-Projects
A collections of personal data exploration and analysis projects.
Data-Structures-Algorithms-in-C
Data Structures & Algorithms in C
Machine-Learning-for-Single-Cell-Analysis
Code developed from Yale's Krishnaswamy Lab during their January 2021 Machine Learning for Single Cell Analysis workshop.
Spotify-ETL-Pipeline
An ETL pipeline that connects to the Spotify API and extracts recent song information. The data is then validated using basic data engineering principles and loaded into an SQLite database using SQLAlchemy.
Verse
Verse is an LLM-integrated software application enhanced with retrieval augmented generation designed for English literature pedagogy.
demo-p5js
Demo of the p5.js library for CPSC 484
Flick
A web application built with D3.js and JavaScript to filter new movie releases.
Genomic-Data-Science
Compiled code written for the completion of the Genomic Data Science course offered by Johns Hopkins University.
Getting-and-Cleaning-Data-Course-Project
Course Project for the Johns Hopkins Coursera Getting and Cleaning Data course in R.
LLMs-and-Pedagogical-Approaches-in-English-Lit
A senior project conducted in partial fulfillment of a B.S. in Computer Science from Yale University. Focused on LLMs, RAG, and English literature pedagogy.
secrets
A "Whisper" knockoff web application built with HTML/CSS, Javascript (Node.js/Express.js), and MongoDB.
website
For personal website