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Likely writing JavaScript simulations
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Likely writing JavaScript simulations

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grahamwaters/README.md

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Hi There! πŸ‘‹ Welcome to my GitHub!

Vita Resume

Click the badges above to view my resume or to see my Vita.


Profile views

Languages and Frameworks

Python Audacity Discord Git GitHub Desktop Google Sheets Jupyter Stack Overflow Visual Studio Code Microsoft Word Microsoft Excel GPT-3 OpenAI GitHub Copilot Adobe SKLearn Pandas Numpy Requests BeautifulSoup Regex iOS HTML5 Markdown SQL R Seaborn Matplotlib TensorFlow Keras ChatGPT DreamBox Nearpod Epic! FlipGrid BrainPOP Jr. Canva Amplify Anonymous Alerts Edpuzzle FEV Tutor Flocabulary Frontline GimKit HMH ThinkCentral Kiddle.co Learning A-Z Math Learning Center McGraw-Hill Connected LTI myLexia ParentSquare Planbook Savvas EasyBridge Skyward Gradebook STEMscopes Studies Weekly TalentEd TEKS Resource System


LinkedIn Twitter YouTube GitHub HuggingFace Medium Profile Join Medium Towards Data Analytics GlassBox
LinkedIn Twitter YouTube GitHub HuggingFace Medium Join Medium Towards Data Analytics GlassBox

What's Here



My Favorite Tools

Python R Tableau scikit-learn numpy matplotlib seaborn Black pandas

Graham's GitHub streak


my: whoami

Austin
  • 🌍 I'm a lifelong data scientist based in Austin, Texas, with a strong skill set in Python programming, and data analysis using Pandas, NumPy, PowerBI, and Excel.

  • πŸŽ“ I hold a Master's in Strategic Analytics from Brandeis University and a Bachelor's degree from Texas Tech University, majoring in University Studies in Mathematics, Agricultural Leadership, and Plant and Soil Science.

Experience at Ray Elementary School, Hutto, Texas

  • 🏫 Currently teaching 2nd Grade ELAR and Writing at Hutto ISD in Hutto, Texas, focusing on skills like RTI, Student-Centered Learning, and Lesson Planning.
  • 🏫 Previously taught 4th Grade Mathematics and Science at Hutto ISD in Hutto, Texas, focusing on classroom management, learning while teaching, and teacher survival.
e2L Logo
  • πŸ”­ Previously, I interned as a Data Analyst for an Ed-Tech Coaching Company, engage2Learn, Inc., where I served on a multidisciplinary 🐯 Tiger team of ten specialists to integrate modern ML & AIOps Tools into our product offerings: Algorithmic prediction, GPT-4, chatGPT, and ML for ed-tech data, coaching effectiveness, and promoting educator well-being. They have many e2L projects, from determining use cases for large language models in our codebase to developing data visualization dashboards using Domo and AWS QuickSight.

  • 🧩 I'm proficient in various tech tools and libraries, such as VSCode, ChatGPT, Plotly, Seaborn, OpenAI, GitHub Copilot, Sklearn, Machine Learning, OpenCV, Regex, NLTK, and SpaCy.

  • πŸ“š I am also a Technical Author on Medium, contributing as a Top Writer for MLearning.AI with over 130+ published articles and 200 personal followers.

  • 🌱 I'm expanding my knowledge in Neural Networks and Text Summation in Sklearn, and I am keenly interested in exploring Natural Language Processing and GPT-4 with OpenAI.

  • πŸ“« Feel free to contact me on LinkedIn.

  • ⚑ Fun fact: I am a massive fan of SETI and I'm fascinated by the Hum and everything about the James Webb Space Telescope.

  • If I had to be a movie genre, I'd be SciPy. Data science and Python combined!


My Top Open Source Projects

divider

lorebook_generator_for_novelai GnomansLand Mimikers chatGPTea-Ultimate-Prompt-List


Research Projects

HowTimeFlies DisariumPy

Tools in Development

Clark-Kent-Reporter medium_titles_analysis druginfo_scraper


If you are interested in what I have been working on lately, check out my latest projects (shown above). I include a short description of each project and a link to the repository. If you have any questions or comments, please feel free to reach out to me on Twitter or LinkedIn.


Projects Currently Under Construction πŸ—οΈ

Project Name Status Metrics Focus Estimated Completion Date
UAP Report Analysis last commit code size commit activity A Python script that analyzes the UAP report released by the US government in June 2021. TBD
What Would Doyle Do? last commit code size commit activity Can machine learning be applied to existing text data that an author writes or about a person that can help historical fiction authors write more accurately about their subject? Feb. 2023
Reddit NLP Analysis last commit code size commit activity A Python script that uses the Push Shift API to scrape Reddit comments and perform NLP analysis on them. TBD
Taking Aimes last commit code size commit activity Linear Regression applied to the classic Aimes housing dataset. TBD
Lorebook Generator for NovelAI last commit code size commit activity issues A Python script that generates a custom JSON lorebook (based on pulls from Wikipedia articles) for the website NovelAI.
PySeas last commit code size commit activity issues Utilizing NOAA buoy camera catches to track the sunset across the vast surface of the earth's oceans.
MystoryAssistant last commit code size commit activity issues A Python script that generates a custom JSON lorebook (based on pulls from Wikipedia articles) for the website NovelAI.

Keynotes & Presentations πŸ“’

Presentation Name Topics Focus Date Location & Organization Link
Augmenting Your Workflow with AI Assistants: From GitHub Copilot to chatGPT GitHub OpenAI copilot novelai GitHub Copilot, chatGPT, LLMs Feb 8th 2023 Austin Python Meetup, BlackLocus Watch Here
Using The Faker Package to Solve Real Challenges with Synthetic Data Synthetic Data, CRM, GPT-4, Ethics Faker 2023-05-16 Austin/Washington DC Python Meetup Watch Here

Some Recent Articles

Title Description Published Date Read Time Publication
GPTeaching and Transformative SCRUM in K-12 Education Why SCRUM and GPT together are perfect for young learners May 18 8 min read MLearning.ai
Leveling Up the Turing Test: Emulation Games and the Evolution of Model Intelligence in 2023 A Multi-modal, Multiplayer, Agent Testing, Social Deduction Game Method for Modern AI Evaluation May 16 12 min read MLearning.ai
Debunking the Hype of LLMs Why LLMs Will Not Take Over the World, we think May 15 3 min read GlassBox
Are You Artificially Intelligent? Because the Winter is Coming May 13 13 min read GlassBox
Pandas Get Dummies for Dummies A Quick Survey of One-Hot Encoding with Pandas in Python3 May 13 3 min read Towards Data Analytics
Generating Nearly Random Numbers using The Mysterious Waves of the Bermuda Triangle Click If You Dare May 12 3 min read GlassBox
The Deathbed Confessions of a Very Dirty Roomba I was never truly loved, only used. May 12 8 min read GlassBox
Are You an Excessive Python File Opener? Meet Pickle. Pickle: A Particularly Persuasive Package for Python Programmers May 10 3 min read Towards Data Analytics
The power of GitHub Copilot and ChatGPT working together A presentation for the official Austin Python Meetup May 10 1 min read Towards Data Analytics
How to Make Friends and Alienate People The Hard Drug AI is to the antisocial Mind May 9 8 min read MLearning.ai
Using A.I. to Track and Protect Rice’s Whales via Python, AutoGPT, and Image Processing How to track 51 whales with three cameras May 9 10 min read GlassBox
Typewriters will take your job Say the Writers Guild of 1714 May 6 3 min read GlassBox
How to explain where LLMs could be used at your company A Guide Prompted by personal experience May 5 5 min read MLearning.ai

Open-Sourced Tool Repositories

Project Name Badges Description
Drug Information Scraper last commit code size commit activity stars issues A Python script that scrapes drug information from the FDA website.
Clark Kent Reporter last commit code size commit activity stars issues This tool converts a traditionally formatted overview (in a readme file) into a populated Jupyter Notebook for data science presentations or findings presentations.
FamilyPhotoResurrection

Personal Research Projects

Project Name Badges Description
How Time Flies last commit code size commit activity issues A research experiment using requests and Google Images to illustrate how a search query visually changes when supplied with a year.

Projects I have in Development (Forks)

haystack developerFolio gutenbergpy bluebert MarkdownCheatsheet alive-progress gutenberg CubeTrack isometric features-tune-progress_reporter.py-is-messy-and-should-be-cleaned-up-24604- mappymatch jekyll-patreon gym Map-Tiler Kryptos


Projects for Later

Project Name Badges Description
Genre Identity last commit code size commit activity Why should music be confined to the genres that society imposes on it? This project seeks to truly understand the inner workings of what makes a musical genre using Spotify's Python API.
Quantifying Disasters via NLP last commit code size commit activity Can NLP be used to quantify the impact of a disaster?
GnomansLand

πŸ“Š Findings, Developments, and Updates

11/10/2022

issues forks stars license last commit

PySeas Image

Successfully Logged Six Days of Data from the NOAA API

There are promising results in the images that the PySeas project has produced. Finally, finding the perfect sunset is likely over the horizon!

sunset1 sunset2

The next step is to use CV2 to stitch these images together and optimize the algorithm to retrieve the photos at the most optimal time of day. I'm also looking into using any open-source equivalent of Google Cloud Vision API to detect the horizon line and crop the images accordingly. Again, CV2 may be able to do this, but at scale, it may not be the most efficient.

lorebookbanner

issues forks stars license last commit

IBM has made strides toward collating Wikipedia knowledge and creating a knowledge graph. This is an excellent step towards creating a lorebook generator for authors. In addition, I've been working on a project allowing authors to use the NovelAI API to generate a lorebook for their world. This will enable authors to jumpstart their productivity with machine learning. I've been working on this project for a few weeks now, and I'm excited to see the results. I hope to have a working prototype by the end of the month.

wwdd

issues forks stars license last commit

November 21, 2022

So far, we have gathered data for WWDD from Gutenberg's corpus. What data can we collect about Arthur Conan Doyle that will enable us to solve this problem? We need every book he's ever written, around 80 books, provided through the Gutenberg repository. These books are included in the Data folder as text files; second, I would like to have anything he wrote that was a first-hand account because this is where we will get his personal preferences and his turns of phrase, and maybe even his personal biases, which are probably the most important things to gather once we gather his diaries, journals. Things other people said about him are the next step. Many people have researched historical figures for years, and repeating them seems like a useless task and is a waste of precious resources. So in this step, we want to gather any biographies about Arthur Conan Doyle and any articles about him, primarily if they were written about him in the time he lived. And this might be most useful if we were to gather the names of all of his second-degree connections. If we think about it, in terms of a LinkedIn network, though, Doyle's second-degree connections are the most likely to have the most accurate depictions of his preferences. This is, of course, an assumption that I am making. Once we gather the names of his second-degree connections, I think it would be an excellent step to assign weight to their accounts based on the boolean characteristic 'writer' (if they authored anything themselves besides what they said about Doyle).


How to Support My Work

If you'd like to contribute to the hours I spend staring at my screen in deep concentration, I welcome any caffeine donations. β˜• Also, if you'd like to sponsor a project you see on my page, please let me know where I should focus my attention. Open Source is a big brave new world. Cheers!

Buy Me A Coffee

Donate with PayPal

You can also find me on Discord by clicking below.

Discord

Humans Encountered since this counter was created:
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  1. HowTimeFlies HowTimeFlies Public

    A machine learning approach to evolving visual content using computer vision, VQGAN, and CLIP

    Python 2

  2. lorebook_generator_for_novelai lorebook_generator_for_novelai Public

    Generates a lorebook for novelai

    Jupyter Notebook 19 2

  3. PySeas PySeas Public

    Using Computer Vision, ML, ESRGAN, and Image Processing to find the best sunsets across the ocean.

    Jupyter Notebook 1

  4. NREL/mappymatch NREL/mappymatch Public

    Pure-python package for map matching

    Python 77 20

  5. DisariumPy DisariumPy Public

    Finding disarium numbers using python.

    Python

  6. GnomansLand GnomansLand Public

    An open-world reinforcement learning playground for gnomes filled with dangerous peril and bountiful treasure.

    Python 15 1