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wyattowalsh/README.md

Header

WakaTime Stats in README GitHub metrics update awesome-stars Generate starred projects wordclouds Generate QR code contact card


I grew up in the Eastern Sierras in California, spent a few years in Connecticut at boarding school (Go Bearcats!), then came back to the West Coast for my undergraduate work in Industrial Engineering and Operations Research at the University of California, Berkeley (Go Bears! 🐻).

I usually like to work with data science, machine learning, optimization/mathematical-programming, or similar fields, however, I am boundless in my curiosity when it comes to computers, mathematics, and computer science and I am happy to collaborate on projects across any of those disciplines.

When not behind the keyboard, you can catch me out mountain biking, playing a disc sport (Ultimate Frisbee or Disc Golf 🥏), messing around with music (production 🎼, DJing 🎧,or playing piano 🎹), or spending some sort of time with friends and loved ones.

Reach out, it would be great to hear from you and maybe we could even develop some good personal or professional ties. 😊

My résuméTwitterLinkedInMediumKaggleCodePen

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Projects 📝 📊

↓ Please see the pinned repositories at the bottom of the page for my past projects ↓


Technologies 👨‍💻 💾

Click here to expand ↩️

Programming Languages

PythonRJavaMatlabSQLJavaScriptTypeScriptHTML5CSS3Ruby

Data

Collection

Web ScrapingScrapyAPIsETLELT

Storage

Neo4jSQLiteMySQLPostgreSQL

Visualization

MatplotlibPlotlyD3.jsTableau

Processing

Apache SparkApache AirflowMultiprocessingPandasNumPyApache ArrowApache Kafka

Modeling

scikit-learnPyCaretKerasTensorflowPyTorchSciPyOpenCVOpenAI Gym

Deployment

MLOps & Data Orchestration

Kedrodagster

APIs

FlaskFastAPI

Cloud Technologies

Amazon AWSGoogle CloudMicrosoft Azure

CI/CD Platforms

GitHub ActionsTravis CI

Version Control Platforms

GitHubGitLabDagsHub

Workflow Tools

GitLinuxShell ScriptBashZshAnacondaPoetryJupyterDockerKubernetesPytestPython HypothesisPyEnvVisual Studio CodeSublime TextGNU Make

Optimization Tools

AMPLIBM CPLEXGurobiPuLPMetaheuristicsReinforcement Learning

Web Development

ReactNext.jsGatsbyTailwind CSSMaterial User Interface (MUI)Chakra UIGraphQLESLintnpmYarnJestCypressStorybookVercelGoogle Search ConsoleGoogle Analytics

Miscellaneous

JiraConfluenceSphinx DocsFigmaCanvaNotionAsanaObsidianMicrosoft OfficeMicrosoft ExcelMermaid.jsGoogle ColabReplitMarkdownLaTeXOverleafRaspberry PiArduinoAutodeskBoxy SVGisortblackPylintautoflakePylamaHomebrew


My Wakatime Stats 👨‍💻 🗓️

Click here to expand ↩️

Code Time

Lines of code

🐱 My GitHub Data

📦 3.9 MB Used in GitHub's Storage

🏆 631 Contributions in the Year 2023

💼 Opted to Hire

📜 23 Public Repositories

🔑 11 Private Repositories

I'm a Night 🦉

🌞 Morning                374 commits         ██░░░░░░░░░░░░░░░░░░░░░░░   08.91 % 
🌆 Daytime                1391 commits        ████████░░░░░░░░░░░░░░░░░   33.14 % 
🌃 Evening                1484 commits        █████████░░░░░░░░░░░░░░░░   35.36 % 
🌙 Night                  948 commits         ██████░░░░░░░░░░░░░░░░░░░   22.59 % 

📅 I'm Most Productive on Tuesday

Monday                   425 commits         ███░░░░░░░░░░░░░░░░░░░░░░   10.13 % 
Tuesday                  856 commits         █████░░░░░░░░░░░░░░░░░░░░   20.40 % 
Wednesday                666 commits         ████░░░░░░░░░░░░░░░░░░░░░   15.87 % 
Thursday                 698 commits         ████░░░░░░░░░░░░░░░░░░░░░   16.63 % 
Friday                   458 commits         ███░░░░░░░░░░░░░░░░░░░░░░   10.91 % 
Saturday                 491 commits         ███░░░░░░░░░░░░░░░░░░░░░░   11.70 % 
Sunday                   603 commits         ████░░░░░░░░░░░░░░░░░░░░░   14.37 % 

📊 This Week I Spent My Time On

💬 Programming Languages: 
Python                   3 hrs 12 mins       ████████████████████░░░░░   80.38 % 
Markdown                 32 mins             ███░░░░░░░░░░░░░░░░░░░░░░   13.38 % 
YAML                     10 mins             █░░░░░░░░░░░░░░░░░░░░░░░░   04.38 % 
Bash                     3 mins              ░░░░░░░░░░░░░░░░░░░░░░░░░   01.56 % 
Other                    0 secs              ░░░░░░░░░░░░░░░░░░░░░░░░░   00.31 % 

💻 Operating System: 
Mac                      3 hrs 59 mins       █████████████████████████   100.00 % 

I Mostly Code in Jupyter Notebook

Jupyter Notebook         12 repos            ███████████░░░░░░░░░░░░░░   44.44 % 
Python                   5 repos             █████░░░░░░░░░░░░░░░░░░░░   18.52 % 
TypeScript               3 repos             ███░░░░░░░░░░░░░░░░░░░░░░   11.11 % 
JavaScript               3 repos             ███░░░░░░░░░░░░░░░░░░░░░░   11.11 % 
Makefile                 1 repo              █░░░░░░░░░░░░░░░░░░░░░░░░   03.70 % 

Timeline

Lines of Code chart

Last Updated on 15/05/2023 18:38:46 UTC



My GitHub Stats :octocat: 📈

Click here to expand ↩️

My Starred Repos and Associated Word Clouds ☁️

Click here to expand ↩️

➔ Check out projects I've starred by language or by topic

Starred Projects Word Clouds

By Language

By Topic


Stargazers Over Time 🔭

Click here to expand ↩️
Stargazers over time


Past Projects

Pinned

  1. Explanations and Python implementations of Ordinary Least Squares regression, Ridge regression, Lasso regression (solved via Coordinate Descent), and Elastic Net regression (also solved via Coordin…

    Jupyter Notebook 12 1

  2. Attendance prediction tool for NBA games using machine learning. Full pipeline implemented in Python from data ingestion to prediction. Attained mean absolute error of around 800 people (about 5% c…

    Jupyter Notebook 7 3

  3. Formulation in AMPL and evaluation in CPLEX of mixed-integer linear programs for several fair division problems under envy-freeness. Visualization in Python of resultant model and solver data

    Jupyter Notebook 4

  4. Full Python implementation of an agent-based simulation model of generalized higher education institutions. Thousands of experiments are conducted and model feature significance is found through re…

    Jupyter Notebook 4

  5. 1
    def elastic_net(X, y, l, alpha, tol=1e-4, path_length=100, return_path=False):
    2
        """The Elastic Net Regression model with intercept term.
    3
        Intercept term included via design matrix augmentation.
    4
        Pathwise coordinate descent with co-variance updates is applied.
    5
        Path from max value of the L1 tuning parameter to input tuning parameter value.
  6. 1
    #!/bin/bash
    2
    
                  
    3
    echo "Installing xcode ..."
    4
    xcode-select --install
    5
    
                  

739 contributions in the last year

No contributions on Sunday, May 15, 2022 No contributions on Monday, May 16, 2022 No contributions on Tuesday, May 17, 2022 No contributions on Wednesday, May 18, 2022 No contributions on Thursday, May 19, 2022 No contributions on Friday, May 20, 2022 No contributions on Saturday, May 21, 2022 No contributions on Sunday, May 22, 2022 No contributions on Monday, May 23, 2022 No contributions on Tuesday, May 24, 2022 No contributions on Wednesday, May 25, 2022 No contributions on Thursday, May 26, 2022 No contributions on Friday, May 27, 2022 No contributions on Saturday, May 28, 2022 No contributions on Sunday, May 29, 2022 No contributions on Monday, May 30, 2022 No contributions on Tuesday, May 31, 2022 No contributions on Wednesday, June 1, 2022 No contributions on Thursday, June 2, 2022 No contributions on Friday, June 3, 2022 No contributions on Saturday, June 4, 2022 No contributions on Sunday, June 5, 2022 No contributions on Monday, June 6, 2022 No contributions on Tuesday, June 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Activity overview
Contributed to wyattowalsh/personal-website, wyattowalsh/wyattowalsh, wyattowalsh/nba-db and 13 other repositories

Contribution activity

May 2023

Created 19 commits in 1 repository
17 contributions in private repositories May 2 – May 14

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