feat(blog): add all files

add files to go live

404.html

@@ -0,0 +1,16 @@
+---
+layout: default
+title: 404
+hide-in-nav: true
+description: "Sorry, this page does not exist :("
+header-img: "img/404-bg.jpg"
+permalink: /404.html
+---
+
+
+<!-- Page Header -->
+{% include intro-header.html type="page" short='true' %}
+
+<script>
+	document.body.classList.add('page-fullscreen');
+</script>

CNAME

@@ -0,0 +1 @@
+maltequast.de

Gruntfile.js

@@ -0,0 +1,73 @@
+module.exports = function(grunt) {
+
+    // Project configuration.
+    grunt.initConfig({
+        pkg: grunt.file.readJSON('package.json'),
+        uglify: {
+            main: {
+                src: 'js/<%= pkg.name %>.js',
+                dest: 'js/<%= pkg.name %>.min.js'
+            }
+        },
+        less: {
+            expanded: {
+                options: {
+                    paths: ["css"]
+                },
+                files: {
+                    "css/<%= pkg.name %>.css": "less/<%= pkg.name %>.less"
+                }
+            },
+            minified: {
+                options: {
+                    paths: ["css"],
+                    cleancss: true
+                },
+                files: {
+                    "css/<%= pkg.name %>.min.css": "less/<%= pkg.name %>.less"
+                }
+            }
+        },
+        banner: '/*!\n' +
+            ' * <%= pkg.title %> v<%= pkg.version %> (<%= pkg.homepage %>)\n' +
+            ' * Copyright <%= grunt.template.today("yyyy") %> <%= pkg.author %>\n' +
+            ' */\n',
+        usebanner: {
+            dist: {
+                options: {
+                    position: 'top',
+                    banner: '<%= banner %>'
+                },
+                files: {
+                    src: ['css/<%= pkg.name %>.css', 'css/<%= pkg.name %>.min.css', 'js/<%= pkg.name %>.min.js']
+                }
+            }
+        },
+        watch: {
+            scripts: {
+                files: ['js/<%= pkg.name %>.js'],
+                tasks: ['uglify'],
+                options: {
+                    spawn: false,
+                },
+            },
+            less: {
+                files: ['less/*.less'],
+                tasks: ['less'],
+                options: {
+                    spawn: false,
+                }
+            },
+        },
+    });
+
+    // Load the plugins.
+    grunt.loadNpmTasks('grunt-contrib-uglify');
+    grunt.loadNpmTasks('grunt-contrib-less');
+    grunt.loadNpmTasks('grunt-banner');
+    grunt.loadNpmTasks('grunt-contrib-watch');
+
+    // Default task(s).
+    grunt.registerTask('default', ['uglify', 'less', 'usebanner']);
+
+};

Rakefile

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+require "rubygems"
+require 'rake'
+require 'yaml'
+require 'time'
+
+SOURCE = "."
+CONFIG = {
+  'version' => "12.3.2",
+  'themes' => File.join(SOURCE, "_includes", "themes"),
+  'layouts' => File.join(SOURCE, "_layouts"),
+  'posts' => File.join(SOURCE, "_posts"),
+  'post_ext' => "md",
+  'theme_package_version' => "0.1.0"
+}
+
+# Usage: rake post title="A Title" subtitle="A sub title"
+desc "Begin a new post in #{CONFIG['posts']}"
+task :post do
+  abort("rake aborted: '#{CONFIG['posts']}' directory not found.") unless FileTest.directory?(CONFIG['posts'])
+  title = ENV["title"] || "new-post"
+  subtitle = ENV["subtitle"] || "This is a subtitle"
+  slug = title.downcase.strip.gsub(' ', '-').gsub(/[^\w-]/, '')
+  begin
+    date = (ENV['date'] ? Time.parse(ENV['date']) : Time.now).strftime('%Y-%m-%d')
+  rescue Exception => e
+    puts "Error - date format must be YYYY-MM-DD, please check you typed it correctly!"
+    exit -1
+  end
+  filename = File.join(CONFIG['posts'], "#{date}-#{slug}.#{CONFIG['post_ext']}")
+  if File.exist?(filename)
+    abort("rake aborted!") if ask("#{filename} already exists. Do you want to overwrite?", ['y', 'n']) == 'n'
+  end
+
+  puts "Creating new post: #{filename}"
+  open(filename, 'w') do |post|
+    post.puts "---"
+    post.puts "layout: post"
+    post.puts "title: \"#{title.gsub(/-/,' ')}\""
+    post.puts "subtitle: \"#{subtitle.gsub(/-/,' ')}\""
+    post.puts "date: #{date}"
+    post.puts "author: \"Hux\""
+    post.puts "header-img: \"img/post-bg-2015.jpg\""
+    post.puts "tags: []"
+    post.puts "---"
+  end
+end # task :post
+
+desc "Launch preview environment"
+task :preview do
+  system "jekyll --auto --server"
+end # task :preview
+
+#Load custom rake scripts
+Dir['_rake/*.rake'].each { |r| load r }

_config.yml

@@ -2,7 +2,7 @@
 title: Maltes ML Blog
 SEOTitle: Maltes ML Blog | Maltes Blog
 header-img: img/about-bg.jpg
-email: [email protected]
+email: [email protected]
 description: "Maltes Blog | Machine Learning, Automation, MLOps, Python | Datadrivers"
 keyword: "Machine Learning, Deep Learning, Pytest, Python, Automation, Cloud"
 url: "https://malte.quast.de"              # your host, for absolute URL
@@ -76,7 +76,7 @@ kramdown:
 
 # Sidebar settings
 sidebar: true                           # whether or not using Sidebar.
-sidebar-about-description: "Always asking myself - What's the key to success as a Data Scientist?"
+sidebar-about-description: "Data Scientist on the way to automate ML"
 sidebar-avatar: https://avatars.githubusercontent.com/u/40795540?s=400&u=61b6b9370a6d0c1b9bd11eaa47ce8a1ec4c51d8c&v=4 # use absolute URL, seeing it's used in both `/` and `/about/`
 
 

_includes/about/en.md

@@ -0,0 +1,46 @@
+I am a Malte, a Senior Data Scientist with a focus on computer vision and time series analysis.
+I am also very interested in MLOps and enjoy getting my hands dirty with code. I have started and ran my own business,
+so I have a lot of experience working on innovative projects. In addition to all this, I studied business administration
+in University, so I have a strong foundation in the basics of business.
+
+## Recent Projects
+
+---
+July 2022 - Present | Senior Data Scientist | Datadrivers GmbH
+
+[5] Working on Recommender Systems in the AWS Cloud. Mainly focusing on the use of Amazon SageMaker and AWS Glue for
+postprocessing tasks.
+
+---
+May 2021 - June 2022 | Data Scientist | Datadrivers GmbH
+
+[4] We have developed a temporal
+fusion transformer, which is used for multivariate time series analysis and demand quantity prediction.
+This project was a great experience for me, due to the size of the data and the fact how to create a
+data driven pipeline with PubSub, Dataflow and Tensorflow.
+
+---
+January 2020 - June 2022 | Data Scientist | Datadrivers GmbH
+
+[3] In a recent project with 60,000 product descriptions that I have processed through a full spacy data pipeline,
+including GCP Cloud Run jobs. I
+have also developed an Annoy Index for similarity scores and processed these data to a Streamlit application.
+
+[3] I have 40,000 images that I have processed through a full data pipeline, including GCP, Tensorflow, and Dataflow. 
+Additionally to this setup I have used a pretrained MobileNetV2 and Streamlit applications as the WebUI.
+
+[2] In this project, we have used a Thompson Sampler (Multi armed bandit) to automate the frequency of ads for a
+Google Cloud Platform customer. We built a model that predicts which ads frequency will be most effective for a given customer, then used
+Airflow to run the model on Google's infrastructure. The end result was a significant increase in ad click-through rates and an overall
+improvement in customer satisfaction.
+
+
+---
+Before January 2020 | Data Analytics Consultant | Datadrivers GmbH
+
+[1]    During this time I deepened my knowledge in the field of neural networks. A wide variety of technologies and
+libraries were used to achieve this goal. Using GPUs, various problems could be solved and optimized using PyTorch and
+Tensorflow.
+Additionally I have created several Datawarehouse projects in the Cloud and on-prem.
+A larger selection of projects can be found in the Github repository.
+

_includes/ads.html

@@ -0,0 +1,7 @@
+<script async src="https://pagead2.googlesyndication.com/pagead/js/adsbygoogle.js"></script>
+<!-- first shot -->
+<ins class="adsbygoogle" style="display:block" data-ad-client="ca-pub-6487568398225121" data-ad-slot="4814308751"
+     data-ad-format="auto" data-full-width-responsive="true"></ins>
+<script>
+     (adsbygoogle = window.adsbygoogle || []).push({});
+</script>

_includes/featured-tags.html

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+{% comment %}
+    @param {boolean} bottom - bottom will render <hr> 
+{% endcomment %}
+
+{% if site.featured-tags %}
+<section>
+    {% if include.bottom %}
+        <hr class="hidden-sm hidden-xs">
+    {% endif %}
+    <h5><a href="{{'/archive/' | prepend: site.baseurl }}">FEATURED TAGS</a></h5>
+    <div class="tags">
+        {% capture tags %}
+        {% comment %}
+            there must be no space between for and if otherwise this tricky sort won't work.
+            url_encode/decode is for escaping otherwise extra <a> will get generated 
+            but it will break sort...
+        {% endcomment %}
+        {% for tag in site.tags %}{% if tag[1].size > site.featured-condition-size %}
+                <a data-sort="{{ site.posts.size | minus: tag[1].size | prepend: '0000' | slice: -4, 4 }}" 
+                    href="{{ site.baseurl }}/archive/?tag={{ tag[0] | url_encode }}"
+                    title="{{ tag[0] }}"
+                    rel="{{ tag[1].size }}">{{ tag[0] }}</a>__SEPARATOR__
+        {% endif %}{% endfor %}
+        {% endcapture %}
+        {{ tags | split:'__SEPARATOR__' | sort }}
+    </div>
+</section>
+{% endif %}

_includes/friends.html

@@ -0,0 +1,9 @@
+{% if site.friends %}
+<hr>
+<h5>FRIENDS</h5>
+<ul class="list-inline">
+  {% for friend in site.friends %}
+  <li><a href="{{friend.href}}">{{friend.title}}</a></li>
+  {% endfor %}
+</ul>
+{% endif %}

_includes/intro-header.html

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+{% comment %}
+    @param {string} type - 'page' | 'post' | 'keynote'
+    @param {boolean} short
+{% endcomment %}
+
+{% if include.type == 'post' %}
+<style type="text/css">
+    header.intro-header{
+        position: relative;
+        background-image: url('{{ site.baseurl }}/{% if page.header-img %}{{ page.header-img }}{% else %}{{ site.header-img }}{% endif %}');
+        background: {{ page.header-bg-css }};
+    }
+
+    {% if page.header-mask %}
+    header.intro-header .header-mask{
+        width: 100%;
+        height: 100%;
+        position: absolute;
+        background: rgba(0,0,0, {{ page.header-mask }});
+    }
+    {% endif %}
+</style>
+{% if page.header-style == 'text' %}
+<header class="intro-header style-text" >
+{% else %}
+<header class="intro-header" >
+{% endif %}
+    <div class="header-mask"></div>
+    {% if page.header-img-credit %}
+    <div class="header-img-credit">
+        Image by <a href="//{{page.header-img-credit-href}}">{{page.header-img-credit}}</a>
+    </div>
+    {% endif %}
+    <div class="container">
+        <div class="row">
+            <div class="col-lg-8 col-lg-offset-2 col-md-10 col-md-offset-1">
+                <div class="post-heading">
+                    <div class="tags">
+                        {% for tag in page.tags %}
+                        <a class="tag" href="{{ site.baseurl }}/archive/?tag={{ tag | url_encode }}" title="{{ tag }}">{{ tag }}</a>
+                        {% endfor %}
+                    </div>
+                    <h1>{{ page.title }}</h1>
+                    {% comment %} always create a h2 for keeping the margin {% endcomment %}
+                    <h2 class="subheading">{{ page.subtitle }}</h2>
+                    <span class="meta">Posted by {% if page.author %}{{ page.author }}{% else %}{{ site.title }}{% endif %} on {{ page.date | date: "%B %-d, %Y" }}</span>
+                </div>
+            </div>
+        </div>
+    </div>
+</header>
+{% endif %}
+
+{% if include.type == 'keynote' %}
+<style type="text/css">
+    header.intro-header{
+        height: 500px;
+        overflow: hidden;
+    }
+    header.intro-header .container{
+        visibility: hidden; 
+    }
+    header iframe{
+        width: 100%;
+        height: 100%;
+        border: 0;
+    }
+</style>
+<header class="intro-header" >
+    <iframe src="{{page.iframe}}"></iframe>
+    <!-- keep for SEO -->
+    <div class="container">
+        <div class="row">
+            <div class="col-lg-8 col-lg-offset-2 col-md-10 col-md-offset-1">
+                <div class="post-heading">
+                    <div class="tags">
+                        {% for tag in page.tags %}
+                        <a class="tag" href="{{ site.baseurl }}/archive/?tag={{ tag | url_encode }}" title="{{ tag }}">{{ tag }}</a>
+                        {% endfor %}
+                    </div>
+                    <h1>{{ page.title }}</h1>
+                    {% comment %} always create a h2 for keeping the margin {% endcomment %}
+                    <h2 class="subheading">{{ page.subtitle }}</h2>
+                    <span class="meta">Posted by {% if page.author %}{{ page.author }}{% else %}{{ site.title }}{% endif %}
+                        on {{ page.date | date: "%B %-d, %Y" }}</span>
+                </div>
+            </div>
+        </div>
+    </div>
+</header>
+{% endif %}
+
+{% if include.type == 'page' %}
+<header class="intro-header" style="background-image: url('{{ site.baseurl }}/{% if page.header-img %}{{ page.header-img }}{% else %}{{ site.header-img }}{% endif %}')">
+  <div class="container">
+    <div class="row">
+      <div class="col-lg-8 col-lg-offset-2 col-md-10 col-md-offset-1">
+        {% if include.short %}
+        <div class="site-heading" id="tag-heading">
+        {% else %}
+        <div class="site-heading">
+        {% endif %}
+          <h1>{% if page.title %}{{ page.title }}{% else %}{{ site.title }}{% endif %}</h1>
+          <span class="subheading">{{ page.description }}</span>
+        </div>
+      </div>
+    </div>
+  </div>
+</header>
+{% endif %}

_includes/mathjax_support.html

@@ -0,0 +1,20 @@
+<script type="text/x-mathjax-config">
+  MathJax.Hub.Config({
+    TeX: {
+      equationNumbers: {
+        autoNumber: "AMS"
+      }
+    },
+    SVG: {
+      scale: 90
+    },
+    tex2jax: {
+      inlineMath: [ ['$','$'] ],
+      displayMath: [ ['$$','$$'] ],
+      processEscapes: true,
+    }
+  });
+</script>
+<script type="text/javascript"
+        src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js?config=TeX-AMS-MML_SVG">
+</script>