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I am a data scientist and AI researcher. I am passionate about solving business problems at-scale with automative AI technologies and committed to developing both internally and externally trustworthy AI to protect citizens (especially underprivileged groups).

Beyond my professional and academic interests, I'm an avid fan of all things gamified problem-solving: board games, escape rooms, speed puzzling, and murder mysteries. I'm also an open-source contributor to AzerothCore, specifically for custom mod content.

Last Three Projects

Release Project Brief
12/2023 FDA Violation Predictor Logistic regression model that predicts an establishment's likelihood of violation
09/2023 Deepfake Image Detector Computer vision AI app that detects deepfake/manipulated images
05/2023 Subreddit Differentiator ML model that classifies text posts between 2 subreddits

Skills

💻 Category Tech Stack
Software Development Python-OOP Python-Func Git GitHub APIs
Machine Learning/NLP Scikit-Learn Keras Tensorflow Pytorch NLTK TextBlob Gensim spaCy Statsmodel SciPy
Analytics & Visualization Pandas NumPy Matplotlib Seaborn Tableau NetworkX Excel/VBA
Database & Deployment PostgreSQL Streamlit
Auxiliary Coding/AI C++ HTML CSS Javascript Plotly Linux
Auxiliary DB/Deployment MongoDB PyMongo Flask SQLALchemy Hadoop Spark AWS

Contact

Last updated: 5/14/2024.

Christopher K Denq's Projects

bike-sharing-tableau-dashboard icon 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.

boardgame-battle-predictor-visualizer icon boardgame-battle-predictor-visualizer

VBA battle visualizer which, after inputting various ingame conditions with the built-in interface, will visually display all battle outcomes against all opponents. Perfect knowledge of your chances.

cdenq icon cdenq

Config files for my GitHub profile.

cdenq.github.io icon 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 icon 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 icon 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.

data-analysis-on-myself-p1 icon data-analysis-on-myself-p1

A fun side-project where I track various metrics about myself every hour for the week leading up to Thanksgiving. Intended as a "pre-check" for a bigger, year-long version.

employee-sql-erd-management icon 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.

etl-pipeline-on-crypto-data icon etl-pipeline-on-crypto-data

ETL pipeline project that extracts crypto and traditional stock prices via file reading + web scraping, transforms that into clean, aggregated data, and then loads it into a series of .sql tables, ready for analysis.

ideal-vacation-by-weather-predictor icon 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.

kickstarter-project-analysis icon kickstarter-project-analysis

Excel EDA that cleans, analyzes, and visualizes the campaign features most contributive to successful Kickstarter projects.

loan-high-risk-predicter icon 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 icon markdown-badges

Badges for your personal developer branding, profile, and projects.

mars-data-scraper-and-dashboard icon 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 icon 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 icon my-coding-platforms

A comprehensive repo that contains solves for all of my coding platforms: HackerRank, NeetCode, LeetCode, and SQLPad.io.

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