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I am a data scientist and AI researcher. I am passionate about solving real-world problems at-scale, particularly those related to trustworthy and reliable AI.

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.

Since 2024, my projects no longer fit within the context of a personal GitHub repo. If you are a potential collaborator, employer, or otherwise and wish to see more updated samples of my work, please reach out via LinkedIn.

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: 9/19/2024.

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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