Projects
Alcohol Outlets vs Graduation Rate Study
Python, Pandas, GeoPandas, Patsy, Matplotlib, Seaborn, SciPy
Group Project
March 2022 - June 2022
- Studied and reported the effect of alcohol outlet density on graduation rates and alcohol consumption rates across various school districts, races, and genders in LA County
- Exclusively responsible for developing and implementing more than 15 Ordinary Least Square models on multiple datasets and testing their accuracy.
- Handled the cleaning and processing of more than 15 datasets from various sources
Bullet Journal & To-Do List
Node.js, MongoDB, IndexedDB, HTML/CSS
Group Project
March 2021 - June 2021
- Single-handedly designed and developed multiple NoSQL databases, using MongoDB and IndexedDB, for the web application
- Designed functions to work with IndexedDB for storing, retrieving, deleting and modifying journal & to-do list entries
- Worked on the front-end and back-end development of the web app using HTML/CSS and Javascript (Node.js)
Spotify HyperRecommender
Python, Pandas, Numpy
Individual Project
December 2020 - Present
- Working on a python-based recommender tool that uses streaming data from Spotify to recommend songs based on the hour of the day
- Using multiple libraries for visualizing and calculating inferential statistics to build recommendations
- Will be adding more variables (such as the time of the year) and support for other music streaming apps
Molecular Simulations
MATLAB
Individual Project
November 2019 - December 2019
- Processed molecular paths using a given dataset and applying Newton’s laws
- Evaluated the effects of varying conditions and forces on these molecules using MATLAB
- Created graphs and tables to simulate the real world trajectories of these particles
UnivManager
JavaScript, Android Studio
Individual Project
July 2018 - November 2018
- Responsible for design, testing, debugging and partial coding
- Application features included attendance logging, schedule planning and deadline management
- Crossed 500+ downloads within the first month
Hospital Database Management System
C++
Group Project
December 2017 - January 2018
- Used C++ to build a database management system for hospitals
- Included separate profiles for administrator, doctors, and patients
- Features included appointment generation, fee collection and calculation
