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Achievement: Pair ExtraordinaireAchievement: YOLOAchievement: Pull Sharkx2

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meyersa/README.md

hey! I'm Meyers

I'm an Infrastructure Developer and this is the story of my Infrastructure. You'll find Infrastructure as Code, Machine Learning, and general experimentation here.

Infrastructure

Everything is deployed on Oracle Cloud (free tier) with a Prod/Non prod staging environment. Full Infrastructure as Code, CI/CD, GitOps, Observability as Code, etc.

Repository Technology Buzzwords Function
IAC-Ansible Ansible, Bitwarden Secret Management IaC Ansible playbooks for configuring hosts, deploying to hosts, and maintaining hosts.
IAC-CD Docker, Grafana CI/CD, Observability as Code, GitOps All resources applied to servers, staged and verified automatically before applying to Prod.
IAC-CI GitHub Actions CI/CD Reusable GitHub Actions workflows used to facilitate automated deployments.
IAC-GitHub Terraform GitOps Configuration for all GitHub repos to enforce standards and best practices.

Machine Learning

Repository Model Function
ml-tornado-prediction-v2 2D CNN Enriching MIT's TorNet dataset with additional image layers from sweeping GOES weather satellite coverage.
ml-tornado-prediction 3D CNN Original attempt to improve MIT's TorNet model with a time consideration as an additional axis.
ml-tornado-helper PIP Module Supporting loader for TorNet projects, leverages S3 and Cloudflare to streamline data gathering.
ml-truthradar-training Transformers (DistilBERT, MiniLM), RF, LR, XGBoost Large language fine-tuning and supervised learning with real time responses on ARM.
ml-jf-prediction RandomForest, FastText Recommendation engine based on large data history.
ml-deer-identification CNN Trail cam identification model for processing inconsistent and abnormal images.

Apps

Everything prefixed with "app-" is an application using the new deployment format.

Repository Technology Function
app-test-py Python, Poetry, FastAPI Test app for deployment pipelines, system, etc.

General Experimentation

WIP Apps, e.g. Paranoia

Pinned Loading

  1. iac-ansible iac-ansible Public

    Jinja

  2. iac-cd iac-cd Public

    Jinja

  3. app-meyersa-v3 app-meyersa-v3 Public

    Portfolio website

    JavaScript

  4. ml-tornado-prediction ml-tornado-prediction Public

    A machine learning project leveraging MIT's TorNet to predict tornado occurrences from radar images using a 3D Convolutional Neural Network (CNN).

    Jupyter Notebook

  5. CloudSCT CloudSCT Public

    Forked from caimeng2/SmartCityTracker

    Disaggregation of SmartCityTracker

    JavaScript

  6. iac-github iac-github Public

    Configuration for all GitHub repos to enforce standards and best practices.

    HCL