Christopher K Denq's repositories
deepfake-image-detector
Streamlit app that deploys a trained CNN to detect deepfakes up to 0.992 precision.
aws-cloud-etl-shopper-data-analysis
AWS Cloud/Big Data project that involves the AWS ETL process and some Spark/Pyspark analysis on Amazon Vine reviews.
my-other-directory
Directory of archive, upkeep, and private links.
bacteria-diversity-interactive-web-dashboard
Front-end interactive web dashboard that analyzes and visualizes belly button bacteria charts. Graphs change dynamically depending on user interaction.
bike-sharing-tableau-dashboard
Data analysis and visualization challenge that uncovers hidden trends in bike sharing customer data (650k points over 12 months) and reports on potential business model improvements.
mushroom-edibility-predictor
Full-stack webapp with heavy machine learning and EDA on predicting edibility of unknown/undiscovered mushrooms.
subreddit-differentiator
Python machine learning challenge to train an NLP model that differentiates 2 similar subreddits.
cdenq.github.io
Front-end web development project for my own personal website. Coded from scratch without a content management system (i.e. website builders).
charity-funding-success-predictor
Deep learning project that predicts whether a charity would be successful after funding from Alphabet Soup. Data contains 34k data points and was analyzed using a hypertuned neural network.
cryptocurrency-market-data-classification
Python unsupervised machine learning challenge that utilizes PCA, tSNE, and K-Means models to ascertain unique clusters in cryptocurrency prices for potential investment portfolios.
employee-sql-erd-management
SQL challenge that takes raw .csv data, transforms it, and then loads it into a SQL database. Performs lightweight SQL analysis on newly formatted dataset.
ideal-vacation-by-weather-predictor
Python analysis challenge that pulls data from weather APIs, analyzes that data, and then visualizes the top "ideal" vacation hotel locations based on results.
loan-high-risk-predicter
Python supervised machine learning challenge that utilizes Logistic Regression and Random Forest models to predict whether loans will become high risk or not.
markdown-badges
Badges for your personal developer branding, profile, and projects.
mars-data-scraper-and-dashboard
Full-stack data challenge that webscrapes various Mars-related websites, organizes it within a mongoDB database, and then uploads via Flask's automated web generation for data display.
my-advent-of-code-2021-solves
Personal library of all my submitted code solutions for the annual Advent of Code 2021 coding challenge! Brainstorming process, strategies, and solutions documented within.
my-coding-platforms
A comprehensive repo that contains solves for all of my coding platforms: HackerRank, NeetCode, LeetCode, and SQLPad.io.
my-directory
Directory of active and selected links.
my-foothill-college-repo
Personal library of all my submitted code for various Foothill College assignments that required coding. Made mainly for transferring between machines.
my-template-repo
Template repo for all my personal project repos.
natural-hazard-visualization-interactive-web-dashboard
Interactive web dashboard that visualizes natural hazard data from USGS onto an interactive web dashboard and map.
pfin-tools
Curiosity repo that contains various projects related to personal finance (income projections, tax visualization, etc.)
sacramento-real-estate-eda
Python EDA using linear regression to uncover trends in Sacramento real estate data.
titanic_data_eda
Python EDA challenge on titanic dataset to discover trends.
video-game-multi-client-control-interface
[Necro-upload] My old 2015 code that I wrote to control multiple instances of the videogame World of Warcraft simultaneously.
video-game-performance-scraper-and-web-dashboard
A gaming project that scrapes account-based game data + performs analyses. Based on an older VBA/Excel script I wrote that does the same thing. For video game: Paladins.
weather-station-data-api-deployment
Python/SQLite challenge that cleans, analyzes, and visualizes raw precipitation and temperature data from Hawaii weather stations and then uploads it to a custom Flask API server.
web-dashboard-on-weather-data
Native HTML/CSS challenge to create a web dashboard visualizing 4 metrics of weather data against latitude.
wild-rydes-server-less-web-app
Web-application Wild Rydes is built with AWS architecture; includes dynamic API & front-end, user sign-ups & authentication, and Lambda assisted-log storage.