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  <title>Matthias Sammer — Projects</title>
  <link>https://www.matthias-sammer.me/projects/</link>
  <description>Project case studies and portfolio updates from Matthias Sammer.</description>
  <language>en</language>
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  <lastBuildDate>Tue, 23 Jun 2026 18:40:05 GMT</lastBuildDate><item>
    <title>Edge Inference Benchmark Harness</title>
    <link>https://www.matthias-sammer.me/projects/edge-inference-bench/</link>
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    <description><![CDATA[Reproducible benchmark suite comparing on-device LLM inference across consumer hardware configurations.]]></description>
    <pubDate>Sat, 18 Apr 2026 24:00:00 GMT</pubDate>
    <category>experimental</category>
  </item><item>
    <title>ESG Disclosure Validator</title>
    <link>https://www.matthias-sammer.me/projects/esg-disclosure-validator/</link>
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    <description><![CDATA[Rule + ML hybrid that validates ESG disclosures against framework requirements (GRI, SASB, CSRD).]]></description>
    <pubDate>Wed, 25 Feb 2026 24:00:00 GMT</pubDate>
    <category>esg</category>
  </item><item>
    <title>Multi-Tenant SaaS Migration</title>
    <link>https://www.matthias-sammer.me/projects/saas-multi-tenant-migration/</link>
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    <description><![CDATA[Migrated a single-tenant SaaS to a hardened multi-tenant architecture with per-tenant isolation guarantees.]]></description>
    <pubDate>Sat, 05 Jul 2025 24:00:00 GMT</pubDate>
    <category>enterprise</category>
  </item><item>
    <title>LLM Research Assistant for Podcast Production</title>
    <link>https://www.matthias-sammer.me/projects/llm-podcast-research-agent/</link>
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    <description><![CDATA[Custom research-assistant agent that prepares podcast episode briefs from a topic + guest list.]]></description>
    <pubDate>Fri, 10 Apr 2026 24:00:00 GMT</pubDate>
    <category>experimental</category>
  </item><item>
    <title>RL-Driven Portfolio Rebalancer</title>
    <link>https://www.matthias-sammer.me/projects/rl-portfolio-rebalancer/</link>
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    <description><![CDATA[Reinforcement-learning agent that learns to rebalance a multi-asset portfolio under transaction-cost and risk constraints.]]></description>
    <pubDate>Thu, 14 Aug 2025 24:00:00 GMT</pubDate>
    <category>experimental</category>
  </item><item>
    <title>E-commerce Platform Rebuild</title>
    <link>https://www.matthias-sammer.me/projects/ecommerce-platform-rebuild/</link>
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    <description><![CDATA[Greenfield rebuild of a regional e-commerce platform with a focus on Core Web Vitals and conversion.]]></description>
    <pubDate>Tue, 30 Sep 2025 24:00:00 GMT</pubDate>
    <category>enterprise</category>
  </item><item>
    <title>Distributed Storage Reliability Tooling</title>
    <link>https://www.matthias-sammer.me/projects/storage-system-reliability/</link>
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    <description><![CDATA[Tooling and runbook automation for a multi-tenant distributed storage system serving regulated industries.]]></description>
    <pubDate>Tue, 21 Oct 2025 24:00:00 GMT</pubDate>
    <category>enterprise</category>
  </item><item>
    <title>Routing-System Anomaly Detection</title>
    <link>https://www.matthias-sammer.me/projects/anomaly-detection-routing/</link>
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    <description><![CDATA[Real-time anomaly detection on logistics routing telemetry to flag failing routes before customer impact.]]></description>
    <pubDate>Sat, 08 Nov 2025 24:00:00 GMT</pubDate>
    <category>ai</category>
  </item><item>
    <title>Mini-ERP for Sustainable SMEs</title>
    <link>https://www.matthias-sammer.me/projects/esg-mini-erp/</link>
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    <description><![CDATA[Lightweight ERP tailored to small enterprises that need ESG disclosures without enterprise-suite cost.]]></description>
    <pubDate>Thu, 02 Apr 2026 24:00:00 GMT</pubDate>
    <category>esg</category>
  </item><item>
    <title>Enterprise Travel Platform Architecture</title>
    <link>https://www.matthias-sammer.me/projects/travel-platform-architecture/</link>
    <guid isPermaLink="true">https://www.matthias-sammer.me/projects/travel-platform-architecture/</guid>
    <description><![CDATA[Re-architected a legacy monolith into a domain-driven microservices platform powering enterprise travel workflows.]]></description>
    <pubDate>Mon, 15 Dec 2025 24:00:00 GMT</pubDate>
    <category>enterprise</category>
  </item><item>
    <title>NLP Market Intelligence Platform</title>
    <link>https://www.matthias-sammer.me/projects/nlp-market-intelligence/</link>
    <guid isPermaLink="true">https://www.matthias-sammer.me/projects/nlp-market-intelligence/</guid>
    <description><![CDATA[Continuous-monitoring system that surfaces ESG signals from news, regulatory filings, and social channels.]]></description>
    <pubDate>Mon, 30 Mar 2026 24:00:00 GMT</pubDate>
    <category>esg</category>
  </item><item>
    <title>Invoice Processing Automation</title>
    <link>https://www.matthias-sammer.me/projects/invoice-automation/</link>
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    <description><![CDATA[End-to-end OCR + LLM pipeline turning unstructured supplier invoices into ERP-ready postings.]]></description>
    <pubDate>Thu, 22 Jan 2026 24:00:00 GMT</pubDate>
    <category>ai</category>
  </item><item>
    <title>Tree-Quality Computer Vision</title>
    <link>https://www.matthias-sammer.me/projects/tree-quality-vision/</link>
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    <description><![CDATA[Field-deployable computer-vision system that grades timber quality from smartphone photos.]]></description>
    <pubDate>Sun, 08 Feb 2026 24:00:00 GMT</pubDate>
    <category>ai</category>
  </item><item>
    <title>ESG Data Extraction Pipeline</title>
    <link>https://www.matthias-sammer.me/projects/esg-extraction-pipeline/</link>
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    <description><![CDATA[NLP-driven extraction of sustainability indicators from heterogeneous corporate reports at scale.]]></description>
    <pubDate>Thu, 12 Mar 2026 24:00:00 GMT</pubDate>
    <category>esg</category>
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