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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1">
<meta name="description" content="Ryan Bieber's featured work and repository archive across production AI, machine learning, data, and software experiments.">
<title>Projects | Ryan Bieber</title>
<link rel="stylesheet" href="vendor/psone/psone.css">
<link rel="stylesheet" href="styles.css">
<script src="projects.js" defer></script>
</head>
<body>
<a class="skip-link" href="#main-content">Skip to content</a>
<div class="site-shell">
<header class="system-header">
<div class="system-bar">
<span class="status-label">Project archive mounted</span>
<span class="system-route">Projects // Memory 03</span>
</div>
<div class="identity">
<div class="identity-copy">
<p class="eyebrow">Featured work // Public code // Private vault</p>
<h1>Projects & Work</h1>
<p class="identity-tagline">Open source contributions, production systems, and side projects</p>
</div>
<div class="signal-orb" aria-hidden="true"><span>MEM.03</span></div>
</div>
<nav class="primary-nav" aria-label="Primary">
<ul>
<li><a class="btn" href="index.html">Portfolio</a></li>
<li><a class="btn" href="resume.html">Resume</a></li>
<li><a class="btn" href="projects.html" aria-current="page">Projects</a></li>
<li><a class="btn" href="blog.html">Blog</a></li>
</ul>
</nav>
</header>
<main id="main-content" class="page-stack">
<section class="container dialog-panel" id="featured-projects" aria-labelledby="featured-projects-title">
<h2 class="title" id="featured-projects-title">Featured Projects</h2>
<div class="project-grid">
<article class="project">
<h3>Farseer</h3>
<div class="project-type">Open Source • Production System</div>
<p class="project-description">
High-performance time-series forecasting library written in Rust. A reimplementation of Facebook Prophet
optimized for production workloads. Currently running in production for mission-critical decision systems
handling billions in freight pricing.
</p>
<ul class="tag-list">
<li class="tech-tag">Rust</li>
<li class="tech-tag">Time-Series</li>
<li class="tech-tag">Forecasting</li>
<li class="tech-tag">Production ML</li>
</ul>
<a href="https://ryeceps.github.io/farseer/" target="_blank" rel="noopener noreferrer">View Project →</a>
</article>
<article class="project">
<h3>Cigarstradamus</h3>
<div class="project-type">Personal Project • Recommendation System</div>
<p class="project-description">
Lightweight NLP recommendation engine using Gemma 270M and cosine similarity for personalized product
matching. Demonstrates efficient deployment of small language models for specialized domains.
</p>
<ul class="tag-list">
<li class="tech-tag">Python</li>
<li class="tech-tag">NLP</li>
<li class="tech-tag">Gemma</li>
<li class="tech-tag">Recommendation Systems</li>
</ul>
</article>
<article class="project">
<h3>Enterprise Agentic AI Platform</h3>
<div class="project-type">Production System • C.H. Robinson</div>
<p class="project-description">
Built enterprise-scale agentic AI platform using LangGraph/LangSmith that processes $80B+ in annual
freight bids. Automatically extracts and processes information from PDFs, emails, and Excel files.
Reduced turnaround time by 40 hours and freed up 20 FTEs.
</p>
<ul class="tag-list">
<li class="tech-tag">LangGraph</li>
<li class="tech-tag">LangSmith</li>
<li class="tech-tag">RAG</li>
<li class="tech-tag">Multi-Agent</li>
<li class="tech-tag">Kubernetes</li>
</ul>
</article>
<article class="project">
<h3>MCP Server Infrastructure</h3>
<div class="project-type">Production System • C.H. Robinson</div>
<p class="project-description">
Created Model Context Protocol (MCP) server infrastructure enabling agent systems to pull real-time
costing guidance and deliver consistent decision support to commercial representatives. Integrates
with existing data warehouses and pricing engines.
</p>
<ul class="tag-list">
<li class="tech-tag">MCP</li>
<li class="tech-tag">Python</li>
<li class="tech-tag">Snowflake</li>
<li class="tech-tag">GCP</li>
</ul>
</article>
<article class="project">
<h3>Conversational Analytics Agents</h3>
<div class="project-type">Production System • C.H. Robinson</div>
<p class="project-description">
Deployed conversational AI agents that provide on-demand pricing intelligence and recommendations.
Enables business users to query complex data warehouses using natural language and receive
context-aware insights.
</p>
<ul class="tag-list">
<li class="tech-tag">LLMs</li>
<li class="tech-tag">Conversational AI</li>
<li class="tech-tag">Analytics</li>
<li class="tech-tag">NLP</li>
</ul>
</article>
<article class="project">
<h3>IBM Automation Platform</h3>
<div class="project-type">Production System • IBM</div>
<p class="project-description">
Built webhook-based automation platform that captured real-time events and automated task management
across IBM Finance departments. Resulted in time savings equivalent to over 50 FTE. Integrated with
Trello, Slack, and internal IBM systems.
</p>
<ul class="tag-list">
<li class="tech-tag">Python</li>
<li class="tech-tag">Webhooks</li>
<li class="tech-tag">Automation</li>
<li class="tech-tag">REST APIs</li>
</ul>
</article>
</div>
</section>
<section class="container dialog-panel dark" id="repository-archive" aria-labelledby="archive-title">
<h2 class="title" id="archive-title">Repository Archive</h2>
<p class="section-intro">
A current public snapshot of 35 owned repositories, followed by one privacy-preserving panel representing
25 private repositories from the July 2026 audit. Public entries are sorted by most recently pushed.
</p>
<p class="section-intro">
Check out my <a href="https://github.com/ryeceps" target="_blank" rel="noopener noreferrer">GitHub profile</a>
for more open source work and experiments.
</p>
<form class="archive-controls" data-archive-controls>
<div class="field">
<label for="archive-search">Search archive</label>
<input class="input" id="archive-search" name="archive-search" type="search" placeholder="Name, description, or language" autocomplete="off" data-archive-search>
</div>
<div class="field">
<label for="archive-category">Category</label>
<select class="input" id="archive-category" name="archive-category" data-archive-category>
<option value="all">All categories</option>
<option value="ai">AI & Agents</option>
<option value="data">Data & Forecasting</option>
<option value="apps">Apps & Tools</option>
<option value="games">Games & Creative</option>
<option value="infrastructure">Infrastructure</option>
<option value="research">Research & Experiments</option>
<option value="other">Other Projects</option>
</select>
</div>
<div class="control-buttons">
<button class="btn primary" type="submit">Apply</button>
<button class="btn secondary" type="button" data-clear>Clear</button>
</div>
<fieldset class="filter-group">
<legend>Visibility</legend>
<div class="filter-options">
<label class="radio">
<input type="radio" name="visibility" value="all" checked>
<span class="option"><span class="click" aria-hidden="true"></span>All</span>
</label>
<label class="radio">
<input type="radio" name="visibility" value="public">
<span class="option"><span class="click" aria-hidden="true"></span>Public</span>
</label>
<label class="radio">
<input type="radio" name="visibility" value="private">
<span class="option"><span class="click" aria-hidden="true"></span>Private</span>
</label>
</div>
</fieldset>
<div class="control-actions">
<p class="result-count" aria-live="polite" aria-atomic="true" data-result-count>60 represented repositories</p>
</div>
</form>
<noscript>
<p class="noscript-note">Archive controls require JavaScript. All represented projects remain visible below.</p>
</noscript>
<ul class="archive-list" data-archive-list>
<!-- PUBLIC_REPOSITORIES_START -->
<li class="archive-item" data-archive-item data-visibility="public" data-category="games" data-count="1">
<article class="memory-card">
<div class="repo-head"><span class="language-label">Python</span><h3>ocarina-of-trump</h3></div>
<p class="repo-category">Games & Creative</p>
<p class="project-description">Ocarina of Time Trump parody assets and Fast64 tooling</p>
<div class="repo-actions">
<a href="https://github.com/ryeceps/ocarina-of-trump" target="_blank" rel="noopener noreferrer">GitHub →</a>
</div>
</article>
</li>
<li class="archive-item" data-archive-item data-visibility="public" data-category="ai" data-count="1">
<article class="memory-card">
<div class="repo-head"><span class="language-label">HTML</span><h3>benchmark-real-ai</h3></div>
<p class="repo-category">AI & Agents</p>
<p class="project-description">Same task, different models and harnesses. Inspect the work.</p>
<div class="repo-actions">
<a href="https://github.com/ryeceps/benchmark-real-ai" target="_blank" rel="noopener noreferrer">GitHub →</a>
</div>
</article>
</li>
<li class="archive-item" data-archive-item data-visibility="public" data-category="apps" data-count="1">
<article class="memory-card">
<div class="repo-head"><span class="language-label">HTML</span><h3>strength-coach</h3></div>
<p class="repo-category">Apps & Tools</p>
<p class="project-description">A skill and web interface for turning strength goals, timelines, and equipment into practical coaching recommendations.</p>
<div class="repo-actions">
<a href="https://github.com/ryeceps/strength-coach" target="_blank" rel="noopener noreferrer">GitHub →</a>
<a href="https://ryeceps.github.io/strength-coach/" target="_blank" rel="noopener noreferrer">Live site →</a>
</div>
</article>
</li>
<li class="archive-item" data-archive-item data-visibility="public" data-category="games" data-count="1">
<article class="memory-card">
<div class="repo-head"><span class="language-label">Python</span><h3>azeroth-soulforge</h3></div>
<p class="repo-category">Games & Creative</p>
<p class="project-description">Start fresh on your own server with your own friends whenever you want.</p>
<div class="repo-actions">
<a href="https://github.com/ryeceps/azeroth-soulforge" target="_blank" rel="noopener noreferrer">GitHub →</a>
</div>
</article>
</li>
<li class="archive-item" data-archive-item data-visibility="public" data-category="data" data-count="1">
<article class="memory-card">
<div class="repo-head"><span class="language-label">TypeScript</span><h3>time-vs-timing</h3></div>
<p class="repo-category">Data & Forecasting</p>
<p class="project-description">Compare lump-sum investing and DCA across real SPY history.</p>
<div class="repo-actions">
<a href="https://github.com/ryeceps/time-vs-timing" target="_blank" rel="noopener noreferrer">GitHub →</a>
<a href="https://ryeceps.github.io/time-vs-timing/" target="_blank" rel="noopener noreferrer">Live site →</a>
</div>
</article>
</li>
<li class="archive-item" data-archive-item data-visibility="public" data-category="games" data-count="1">
<article class="memory-card">
<div class="repo-head"><span class="language-label">TypeScript</span><h3>libraryofbabel</h3></div>
<p class="repo-category">Games & Creative</p>
<p class="project-description">An interactive homage to Jorge Luis Borges's The Library of Babel.</p>
<div class="repo-actions">
<a href="https://github.com/ryeceps/libraryofbabel" target="_blank" rel="noopener noreferrer">GitHub →</a>
<a href="https://ryeceps.github.io/libraryofbabel/" target="_blank" rel="noopener noreferrer">Live site →</a>
</div>
</article>
</li>
<li class="archive-item" data-archive-item data-visibility="public" data-category="data" data-count="1">
<article class="memory-card">
<div class="repo-head"><span class="language-label">Python</span><h3>registry-platform</h3></div>
<p class="repo-category">Data & Forecasting</p>
<p class="project-description">H3 map of registered offenders</p>
<div class="repo-actions">
<a href="https://github.com/ryeceps/registry-platform" target="_blank" rel="noopener noreferrer">GitHub →</a>
<a href="https://ryeceps.github.io/registry-platform/" target="_blank" rel="noopener noreferrer">Live site →</a>
</div>
</article>
</li>
<li class="archive-item" data-archive-item data-visibility="public" data-category="apps" data-count="1">
<article class="memory-card">
<div class="repo-head"><span class="language-label">JavaScript</span><h3>traffic-review</h3></div>
<p class="repo-category">Apps & Tools</p>
<p class="project-description">ATE is a scam</p>
<div class="repo-actions">
<a href="https://github.com/ryeceps/traffic-review" target="_blank" rel="noopener noreferrer">GitHub →</a>
<a href="https://ryeceps.github.io/traffic-review/" target="_blank" rel="noopener noreferrer">Live site →</a>
</div>
</article>
</li>
<li class="archive-item" data-archive-item data-visibility="public" data-category="data" data-count="1">
<article class="memory-card">
<div class="repo-head"><span class="language-label">TypeScript</span><h3>just-a-simple-chart-bro</h3></div>
<p class="repo-category">Data & Forecasting</p>
<p class="project-description">Simple comparison for when local llms breakeven for cloud</p>
<div class="repo-actions">
<a href="https://github.com/ryeceps/just-a-simple-chart-bro" target="_blank" rel="noopener noreferrer">GitHub →</a>
<a href="https://ryeceps.github.io/just-a-simple-chart-bro/" target="_blank" rel="noopener noreferrer">Live site →</a>
</div>
</article>
</li>
<li class="archive-item" data-archive-item data-visibility="public" data-category="apps" data-count="1">
<article class="memory-card">
<div class="repo-head"><span class="language-label">Python</span><h3>omnissiah</h3></div>
<p class="repo-category">Apps & Tools</p>
<p class="project-description">Home maintenance tracking app with FastAPI, React, PostgreSQL, multi-agent support, and Telegram notifications.</p>
<div class="repo-actions">
<a href="https://github.com/ryeceps/omnissiah" target="_blank" rel="noopener noreferrer">GitHub →</a>
</div>
</article>
</li>
<li class="archive-item" data-archive-item data-visibility="public" data-category="data" data-count="1">
<article class="memory-card">
<div class="repo-head"><span class="language-label">Python</span><h3>farseer</h3></div>
<p class="repo-category">Data & Forecasting</p>
<p class="project-description">Time-series forecasting in Rust based on prophet</p>
<div class="repo-actions">
<a href="https://github.com/ryeceps/farseer" target="_blank" rel="noopener noreferrer">GitHub →</a>
<a href="https://ryeceps.github.io/farseer/" target="_blank" rel="noopener noreferrer">Live site →</a>
</div>
</article>
</li>
<li class="archive-item" data-archive-item data-visibility="public" data-category="ai" data-count="1">
<article class="memory-card">
<div class="repo-head"><span class="language-label">Python</span><h3>pokemon_portfoilo</h3></div>
<p class="repo-category">AI & Agents</p>
<p class="project-description">AI-assisted Pokémon card collection manager with card recognition, market pricing, and portfolio tracking.</p>
<div class="repo-actions">
<a href="https://github.com/ryeceps/pokemon_portfoilo" target="_blank" rel="noopener noreferrer">GitHub →</a>
</div>
</article>
</li>
<li class="archive-item" data-archive-item data-visibility="public" data-category="data" data-count="1">
<article class="memory-card">
<div class="repo-head"><span class="language-label">Python</span><h3>geostradamus</h3></div>
<p class="repo-category">Data & Forecasting</p>
<p class="project-description">Geospatial Time Series</p>
<div class="repo-actions">
<a href="https://github.com/ryeceps/geostradamus" target="_blank" rel="noopener noreferrer">GitHub →</a>
</div>
</article>
</li>
<li class="archive-item" data-archive-item data-visibility="public" data-category="data" data-count="1">
<article class="memory-card">
<div class="repo-head"><span class="language-label">Jupyter Notebook</span><h3>spatial_mapping</h3></div>
<p class="repo-category">Data & Forecasting</p>
<p class="project-description">Explores nearest-neighbor weighting to interpolate low-resolution spatial data.</p>
<div class="repo-actions">
<a href="https://github.com/ryeceps/spatial_mapping" target="_blank" rel="noopener noreferrer">GitHub →</a>
</div>
</article>
</li>
<li class="archive-item" data-archive-item data-visibility="public" data-category="apps" data-count="1">
<article class="memory-card">
<div class="repo-head"><span class="language-label">Jupyter Notebook</span><h3>smart_shopper</h3></div>
<p class="repo-category">Apps & Tools</p>
<p class="project-description">Scrapes local businesses to surface the best coffee deals.</p>
<div class="repo-actions">
<a href="https://github.com/ryeceps/smart_shopper" target="_blank" rel="noopener noreferrer">GitHub →</a>
</div>
</article>
</li>
<li class="archive-item" data-archive-item data-visibility="public" data-category="apps" data-count="1">
<article class="memory-card">
<div class="repo-head"><span class="language-label">Jupyter Notebook</span><h3>butlerbot</h3></div>
<p class="repo-category">Apps & Tools</p>
<p class="project-description">Telegram bot that stores notes and appointments, adds context, and prepares a daily report.</p>
<div class="repo-actions">
<a href="https://github.com/ryeceps/butlerbot" target="_blank" rel="noopener noreferrer">GitHub →</a>
</div>
</article>
</li>
<li class="archive-item" data-archive-item data-visibility="public" data-category="research" data-count="1">
<article class="memory-card">
<div class="repo-head"><span class="language-label">Jupyter Notebook</span><h3>aoc-2024</h3></div>
<p class="repo-category">Research & Experiments</p>
<p class="project-description">aoc 2024 code</p>
<div class="repo-actions">
<a href="https://github.com/ryeceps/aoc-2024" target="_blank" rel="noopener noreferrer">GitHub →</a>
</div>
</article>
</li>
<li class="archive-item" data-archive-item data-visibility="public" data-category="ai" data-count="1">
<article class="memory-card">
<div class="repo-head"><span class="language-label">Unspecified</span><h3>ai_researcher</h3></div>
<p class="repo-category">AI & Agents</p>
<p class="project-description">multi-agent researcher to do multimodal research on companies</p>
<div class="repo-actions">
<a href="https://github.com/ryeceps/ai_researcher" target="_blank" rel="noopener noreferrer">GitHub →</a>
</div>
</article>
</li>
<li class="archive-item" data-archive-item data-visibility="public" data-category="ai" data-count="1">
<article class="memory-card">
<div class="repo-head"><span class="language-label">Unspecified</span><h3>what_the_bill</h3></div>
<p class="repo-category">AI & Agents</p>
<p class="project-description">I dont have time to read the bills the house passes, lets have an AI do it.</p>
<div class="repo-actions">
<a href="https://github.com/ryeceps/what_the_bill" target="_blank" rel="noopener noreferrer">GitHub →</a>
</div>
</article>
</li>
<li class="archive-item" data-archive-item data-visibility="public" data-category="games" data-count="1">
<article class="memory-card">
<div class="repo-head"><span class="language-label">Python</span><h3>rocket_sim</h3></div>
<p class="repo-category">Games & Creative</p>
<p class="project-description">Interactive rocket simulation served as a lightweight local web app.</p>
<div class="repo-actions">
<a href="https://github.com/ryeceps/rocket_sim" target="_blank" rel="noopener noreferrer">GitHub →</a>
</div>
</article>
</li>
<li class="archive-item" data-archive-item data-visibility="public" data-category="infrastructure" data-count="1">
<article class="memory-card">
<div class="repo-head"><span class="language-label">Makefile</span><h3>plex_media_server</h3></div>
<p class="repo-category">Infrastructure</p>
<p class="project-description">Plex Server</p>
<div class="repo-actions">
<a href="https://github.com/ryeceps/plex_media_server" target="_blank" rel="noopener noreferrer">GitHub →</a>
</div>
</article>
</li>
<li class="archive-item" data-archive-item data-visibility="public" data-category="infrastructure" data-count="1">
<article class="memory-card">
<div class="repo-head"><span class="language-label">Unspecified</span><h3>home_automation</h3></div>
<p class="repo-category">Infrastructure</p>
<p class="project-description">One repo to rule all of them home things</p>
<div class="repo-actions">
<a href="https://github.com/ryeceps/home_automation" target="_blank" rel="noopener noreferrer">GitHub →</a>
</div>
</article>
</li>
<li class="archive-item" data-archive-item data-visibility="public" data-category="data" data-count="1">
<article class="memory-card">
<div class="repo-head"><span class="language-label">R</span><h3>autobsts</h3></div>
<p class="repo-category">Data & Forecasting</p>
<p class="project-description">Repo for the autobsts package</p>
<div class="repo-actions">
<a href="https://github.com/ryeceps/autobsts" target="_blank" rel="noopener noreferrer">GitHub →</a>
</div>
</article>
</li>
<li class="archive-item" data-archive-item data-visibility="public" data-category="infrastructure" data-count="1">
<article class="memory-card">
<div class="repo-head"><span class="language-label">R</span><h3>model-deployment-kubernetes</h3></div>
<p class="repo-category">Infrastructure</p>
<p class="project-description">Repo contains a working example of container orchestration in kubernetes to utilize seperate containers for pulling data, modelling data, and pushing data out.</p>
<div class="repo-actions">
<a href="https://github.com/ryeceps/model-deployment-kubernetes" target="_blank" rel="noopener noreferrer">GitHub →</a>
</div>
</article>
</li>
<li class="archive-item" data-archive-item data-visibility="public" data-category="data" data-count="1">
<article class="memory-card">
<div class="repo-head"><span class="language-label">R</span><h3>SIR-model</h3></div>
<p class="repo-category">Data & Forecasting</p>
<p class="project-description">System of ODE's for epidemic modelling put into a R-shiny Dashboard</p>
<div class="repo-actions">
<a href="https://github.com/ryeceps/SIR-model" target="_blank" rel="noopener noreferrer">GitHub →</a>
</div>
</article>
</li>
<li class="archive-item" data-archive-item data-visibility="public" data-category="data" data-count="1">
<article class="memory-card">
<div class="repo-head"><span class="language-label">R</span><h3>chicago-crime-predicitons</h3></div>
<p class="repo-category">Data & Forecasting</p>
<p class="project-description">Explores Chicago crime arrest prediction with caret and SparklyR workflows.</p>
<div class="repo-actions">
<a href="https://github.com/ryeceps/chicago-crime-predicitons" target="_blank" rel="noopener noreferrer">GitHub →</a>
</div>
</article>
</li>
<li class="archive-item" data-archive-item data-visibility="public" data-category="infrastructure" data-count="1">
<article class="memory-card">
<div class="repo-head"><span class="language-label">Dockerfile</span><h3>Example-Docker-Repo</h3></div>
<p class="repo-category">Infrastructure</p>
<p class="project-description">Template Repo for R projects using docker</p>
<div class="repo-actions">
<a href="https://github.com/ryeceps/Example-Docker-Repo" target="_blank" rel="noopener noreferrer">GitHub →</a>
</div>
</article>
</li>
<li class="archive-item" data-archive-item data-visibility="public" data-category="data" data-count="1">
<article class="memory-card">
<div class="repo-head"><span class="language-label">R</span><h3>Time-Series-Catch-All</h3></div>
<p class="repo-category">Data & Forecasting</p>
<p class="project-description">Time Series Package in R to automate forecasting</p>
<div class="repo-actions">
<a href="https://github.com/ryeceps/Time-Series-Catch-All" target="_blank" rel="noopener noreferrer">GitHub →</a>
</div>
</article>
</li>
<li class="archive-item" data-archive-item data-visibility="public" data-category="research" data-count="1">
<article class="memory-card">
<div class="repo-head"><span class="language-label">R</span><h3>Weightlifting</h3></div>
<p class="repo-category">Research & Experiments</p>
<p class="project-description">Explores logistic models for predicting weightlifting medal outcomes from weight class and country.</p>
<div class="repo-actions">
<a href="https://github.com/ryeceps/Weightlifting" target="_blank" rel="noopener noreferrer">GitHub →</a>
</div>
</article>
</li>
<li class="archive-item" data-archive-item data-visibility="public" data-category="research" data-count="1">
<article class="memory-card">
<div class="repo-head"><span class="language-label">Unspecified</span><h3>Death-Penalty</h3></div>
<p class="repo-category">Research & Experiments</p>
<p class="project-description">Looking at the death Penalty</p>
<div class="repo-actions">
<a href="https://github.com/ryeceps/Death-Penalty" target="_blank" rel="noopener noreferrer">GitHub →</a>
</div>
</article>
</li>
<li class="archive-item" data-archive-item data-visibility="public" data-category="data" data-count="1">
<article class="memory-card">
<div class="repo-head"><span class="language-label">R</span><h3>BMR</h3></div>
<p class="repo-category">Data & Forecasting</p>
<p class="project-description">shiny app to look at bmr and how long it takes for people to lose weight</p>
<div class="repo-actions">
<a href="https://github.com/ryeceps/BMR" target="_blank" rel="noopener noreferrer">GitHub →</a>
</div>
</article>
</li>
<li class="archive-item" data-archive-item data-visibility="public" data-category="infrastructure" data-count="1">
<article class="memory-card">
<div class="repo-head"><span class="language-label">Dockerfile</span><h3>deploying-plumber-ibm-cloud</h3></div>
<p class="repo-category">Infrastructure</p>
<p class="project-description">Showing you how to deploy a plumber api on kubernetes in ibm cloud</p>
<div class="repo-actions">
<a href="https://github.com/ryeceps/deploying-plumber-ibm-cloud" target="_blank" rel="noopener noreferrer">GitHub →</a>
</div>
</article>
</li>
<li class="archive-item" data-archive-item data-visibility="public" data-category="research" data-count="1">
<article class="memory-card">
<div class="repo-head"><span class="language-label">R</span><h3>NLP</h3></div>
<p class="repo-category">Research & Experiments</p>
<p class="project-description">Messing around with Text Analytics in Twitter</p>
<div class="repo-actions">
<a href="https://github.com/ryeceps/NLP" target="_blank" rel="noopener noreferrer">GitHub →</a>
</div>
</article>
</li>
<li class="archive-item" data-archive-item data-visibility="public" data-category="apps" data-count="1">
<article class="memory-card">
<div class="repo-head"><span class="language-label">R</span><h3>FazolisIsGod</h3></div>
<p class="repo-category">Apps & Tools</p>
<p class="project-description">Find your distance relative to Fazoils</p>
<div class="repo-actions">
<a href="https://github.com/ryeceps/FazolisIsGod" target="_blank" rel="noopener noreferrer">GitHub →</a>
<a href="https://ryanbieber.shinyapps.io/Distance_to_Fazolis/" target="_blank" rel="noopener noreferrer">Live site →</a>
</div>
</article>
</li>
<li class="archive-item" data-archive-item data-visibility="public" data-category="data" data-count="1">
<article class="memory-card">
<div class="repo-head"><span class="language-label">R</span><h3>Wow-Gold</h3></div>
<p class="repo-category">Data & Forecasting</p>
<p class="project-description">R project on looking at world of warcraft gold prices</p>
<div class="repo-actions">
<a href="https://github.com/ryeceps/Wow-Gold" target="_blank" rel="noopener noreferrer">GitHub →</a>
</div>
</article>
</li>
<!-- PUBLIC_REPOSITORIES_END -->
<li class="archive-item vault-card" data-archive-item data-visibility="private" data-count="25">
<article class="memory-card">
<div class="vault-heading">
<span class="icon vault-lock" aria-hidden="true"></span>
<h3>Private Vault // 25 Repositories</h3>
</div>
<ul class="vault-summaries">
<li>Applied ML and forecasting</li>
<li>Automation and productivity tools</li>
<li>Consumer applications</li>
<li>Data and deployment infrastructure</li>
</ul>
</article>
</li>
</ul>
<p class="empty-state" hidden data-empty-state>No represented projects match this search.</p>
</section>
<section class="container dialog-panel" id="technologies" aria-labelledby="technologies-title">
<h2 class="title" id="technologies-title">Technologies & Tools</h2>
<div class="skills-grid">
<div class="skill-category">
<h3>Agentic AI</h3>
<p>Production experience deploying multi-agent systems, RAG pipelines, and conversational AI at enterprise scale</p>
</div>
<div class="skill-category">
<h3>Cloud & Infrastructure</h3>
<p>GCP, AWS, Kubernetes, Helm, Docker - building and maintaining production ML systems</p>
</div>
<div class="skill-category">
<h3>Languages</h3>
<p>Python, Rust, R, SQL - choosing the right tool for performance, maintainability, and team expertise</p>
</div>
<div class="skill-category">
<h3>Data Engineering</h3>
<p>Snowflake, modern data warehouses, building scalable data pipelines for ML systems</p>
</div>
</div>
</section>
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