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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8" />
<meta http-equiv="X-UA-Compatible" content="IE=edge" />
<meta name="HandheldFriendly" content="True" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
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<link href="https://fonts.googleapis.com/css?family=Source+Code+Pro|Source+Sans+Pro:300,400,400i,700" rel="stylesheet">
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<meta name="author" content="Joseph (Sephi) Berry" />
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<meta property="og:site_name" content="Geo Berry"/>
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<meta property="og:locale" content="en_US"/>
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<title>Geo Berry</title>
</head>
<body>
<aside>
<div>
<a href=".">
<img src="/images/avatar_osnx.png" alt="Sephi's Blog" title="Sephi's Blog">
</a>
<h1><a href=".">Sephi's Blog</a></h1>
<p>ML / Data Engineer | Project Manager | Geo-Spatial Specialist</p>
<nav>
<ul class="list">
<li><a href="./pages/about.html#about">About</a></li>
</ul>
</nav>
<ul class="social">
<li><a class="sc-linkedin" href="https://www.linkedin.com/in/berrygis" target="_blank"><i class="fa fa-linkedin"></i></a></li>
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</ul>
</div>
</aside>
<main>
<article>
<header>
<h2><a href="./automating-env-files-in-git-worktrees.html#automating-env-files-in-git-worktrees">Automating .env Files in Git Worktrees</a></h2>
<p>
Posted on Thu 12 March 2026 in <a href="./category/posts.html">posts</a>
• Tagged with
<a href="./tag/git.html">git</a>, <a href="./tag/worktrees.html">worktrees</a>, <a href="./tag/automation.html">automation</a>, <a href="./tag/devops.html">devops</a>, <a href="./tag/agor.html">agor</a>
</p>
</header>
<div>
<p>Git worktrees respect .gitignore — which means they don't have .env files from the bare git cloned repo. Here's a bash hook that fixed this.</p>
<br>
<a class="btn" href="./automating-env-files-in-git-worktrees.html#automating-env-files-in-git-worktrees"> Continue reading
</a>
</div>
<hr />
</article>
<article>
<header>
<h2><a href="./agent-dailies-and-the-flipped-development-cycle.html#agent-dailies-and-the-flipped-development-cycle">Agent Dailies and the Flipped Development Cycle</a></h2>
<p>
Posted on Sun 15 February 2026 in <a href="./category/posts.html">posts</a>
• Tagged with
<a href="./tag/ai-agents.html">ai-agents</a>, <a href="./tag/agile.html">agile</a>, <a href="./tag/scrum.html">scrum</a>, <a href="./tag/workflow.html">workflow</a>, <a href="./tag/agentic-engineer.html">agentic engineer</a>
</p>
</header>
<div>
<p>Why your daily standup needs to include what your AI agents did last night—and how inverting the developer-agent workflow mirrors the flipped classroom revolution.</p>
<br>
<a class="btn" href="./agent-dailies-and-the-flipped-development-cycle.html#agent-dailies-and-the-flipped-development-cycle"> Continue reading
</a>
</div>
<hr />
</article>
<article>
<header>
<h2><a href="./modernizing-static-site-with-uv-and-vibe-kanban.html#modernizing-static-site-with-uv-and-vibe-kanban">Modernizing a Static Site with UV and Vibe-Kanban: A Developer's Journey</a></h2>
<p>
Posted on Mon 27 January 2025 in <a href="./category/development.html">Development</a>
• Tagged with
<a href="./tag/python.html">python</a>, <a href="./tag/uv.html">uv</a>, <a href="./tag/pelican.html">pelican</a>, <a href="./tag/static-site.html">static-site</a>, <a href="./tag/vibe-kanban.html">vibe-kanban</a>, <a href="./tag/modernization.html">modernization</a>
</p>
</header>
<div>
<p>How I used Vibe-Kanban to upgrade my static site from traditional pip to modern UV package management while making the code more pythonic.</p>
<br>
<a class="btn" href="./modernizing-static-site-with-uv-and-vibe-kanban.html#modernizing-static-site-with-uv-and-vibe-kanban"> Continue reading
</a>
</div>
<hr />
</article>
<article>
<header>
<h2><a href="./when-pytorch-datapipes-meets-gcs.html#when-pytorch-datapipes-meets-gcs">When Pytorch Datapipes Meets GCS</a></h2>
<p>
Posted on Wed 06 July 2022 in <a href="./category/posts-pipeline.html">posts pipeline</a>
• Tagged with
<a href="./tag/python-pytorch-gcp.html">python pytorch GCP</a>
</p>
</header>
<div>
<p>The reality when using pipeline infrastructure</p>
<br>
<a class="btn" href="./when-pytorch-datapipes-meets-gcs.html#when-pytorch-datapipes-meets-gcs"> Continue reading
</a>
</div>
<hr />
</article>
<article>
<header>
<h2><a href="./reflection-on-2021.html#reflection-on-2021">Reflection on 2021</a></h2>
<p>
Posted on Sun 16 January 2022 in <a href="./category/posts.html">posts</a>
• Tagged with
<a href="./tag/career.html">career</a>
</p>
</header>
<div>
<p>Reflecting on the my 2021 journey</p>
<br>
<a class="btn" href="./reflection-on-2021.html#reflection-on-2021"> Continue reading
</a>
</div>
<hr />
</article>
<article>
<header>
<h2><a href="./design-patterns-in-ml-and-mlops.html#design-patterns-in-ml-and-mlops">Design patterns in ML and MLops</a></h2>
<p>
Posted on Sun 24 January 2021 in <a href="./category/posts.html">posts</a>
• Tagged with
<a href="./tag/python-mlops.html">python mlops</a>
</p>
</header>
<div>
<p>My thoughts on an interview with Sara Robinson about Design patterns in ML, especially on pipelines</p>
<br>
<a class="btn" href="./design-patterns-in-ml-and-mlops.html#design-patterns-in-ml-and-mlops"> Continue reading
</a>
</div>
<hr />
</article>
<article>
<header>
<h2><a href="./nan-bites.html#nan-bites">NaN Bites</a></h2>
<p>
Posted on Tue 29 December 2020 in <a href="./category/dataanalysis-posts.html">dataanalysis posts</a>
• Tagged with
<a href="./tag/python-dataanalysis.html">python dataanalysis</a>
</p>
</header>
<div>
<p>Cleaning data from NaN's requires additional inputs especially when trying to work with sparse matrix in classification problems.</p>
<br>
<a class="btn" href="./nan-bites.html#nan-bites"> Continue reading
</a>
</div>
<hr />
</article>
<article>
<header>
<h2><a href="./my-2cents-worth-after-reviewing-an-academic-project.html#my-2cents-worth-after-reviewing-an-academic-project">My 2cents worth after reviewing an academic project</a></h2>
<p>
Posted on Mon 21 December 2020 in <a href="./category/posts.html">posts</a>
• Tagged with
<a href="./tag/python-data_analysis.html">python data_analysis</a>
</p>
</header>
<div>
<p>My 2cents after reviewing an academic project</p>
<br>
<a class="btn" href="./my-2cents-worth-after-reviewing-an-academic-project.html#my-2cents-worth-after-reviewing-an-academic-project"> Continue reading
</a>
</div>
<hr />
</article>
<article>
<header>
<h2><a href="./dataclass-pipeline.html#dataclass-pipeline">Dataclasses in ML Pipelines</a></h2>
<p>
Posted on Sun 26 July 2020 in <a href="./category/pipelines-posts.html">pipelines posts</a>
• Tagged with
<a href="./tag/python-mlpipeline.html">python MLpipeline</a>
</p>
</header>
<div>
<p>Tidy your ML pipelines with dataclasses.</p>
<br>
<a class="btn" href="./dataclass-pipeline.html#dataclass-pipeline"> Continue reading
</a>
</div>
<hr />
</article>
<article>
<header>
<h2><a href="./panel-dashboard.html#panel-dashboard">Panel Dashboard in action</a></h2>
<p>
Posted on Sun 26 July 2020 in <a href="./category/posts.html">posts</a>
• Tagged with
<a href="./tag/python-dataviz.html">python dataviz</a>
</p>
</header>
<div>
<p>How we used Panel to monitor Dagster's assets.</p>
<br>
<a class="btn" href="./panel-dashboard.html#panel-dashboard"> Continue reading
</a>
</div>
</article>
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