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BloomTech Projects

Bloom Institute of Technology (formerly Lambda) is a 6 month long bootcamp program, and I took the Data Science course where I learned many machine learning models as well as other important skills such as site deployment and Dockerfiles. This is everything that I worked on from notes to projects.

Languages

Python 

Technologies

Scikit-learn Docker Heroku MongoDB SQLAlchemy SQLite Flask Numpy Pandas Jupyter 

Check out on GitHub!

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Chess Move Analysis Article

Conducted a comprehensive analysis of chess games from lichess.org, comprising over 20k games, to investigate the impact of playing as white or black on winning probabilities.

Languages

Python 

Technologies

Scikit-learn Numpy Pandas Jupyter 

Check out on Medium!

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CS50 AI Projects

CS50 AI: Introduction to Artificial Intelligence with Python is a 7 week course by Harvard that explores the concepts and algorithms behind modern day artificial intelligence. Through hands-on projects, I gained exposure to the theory behind graph search algorithms, classification, optimization, machine learning, large language models, and other topics all incorporated in my own Python projects. This is a repository containing all of the projects I worked on.

Languages

Python HTML 

Technologies

AI 

Check out on GitHub!

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CS50x Projects

CS50x: Introduction to Computer Science is a 10 week course by Harvard that goes over topics including abstraction, algorithms, data structures, encapsulation, resource management, security, software engineering, and web development.

Languages

C Python SQL Javascript CSS HTML 

Technologies

SQLite Flask Pillow 

Check out on GitHub!

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GeoHints Chrome Extension

The GeoHints Extension is a Chrome browser extension meant to help users study for popular online game GeoGuessr. It modifies an existing webpage called GeoHints that provides many resources for identifying countries around the world, and my extension takes the resources and generates a quiz for users to test their knowledge on.

Languages

Javascript CSS 

Technologies

Chromium 

Check out on Chrome Webstore!

Check out on GitHub!

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Gravity Sim

The Gravity Sim is an HTML canvas element that, using Javascript and real world physics, simulates gravity between celestial bodies in the Solar System.

Languages

Javascript HTML 

Technologies

N/A 

Detail Page

Check out on GitHub!

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Image Filter Webapp

Flask webpage that allows users to write their own filters using a custom micro programming language to alter user submitted images

Languages

Python Javascript HTML CSS 

Technologies

Flask Pillow 

Detail Page

Check out on GitHub!

Check out on YouTube!

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Simply Savings

Published iOS budgeting app that gives users the ability to keep track of their spendable income, their income to debt ratio, and their recurring charges in order to stay on top of their finances.

Languages

Swift 

Technologies

SwiftUI 

Detail Page

Check out on AppStore!

Check out on GitHub!

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Spotify Song Recommender

A Heroku hosted webpage built in a team of 4, we utilized a NearestNeighbor model trained using a Spotify song dataset, and by leveraging Spotify's Search API, we recommend 5 songs that are similar to the user submitted one.

Languages

Python HTML 

Technologies

Scikit-learn Heroku MongoDB Flask Numpy Pandas Jupyter 

Detail Page

Check out on GitHub!