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Production Implementations & Engineering Audits • 11 Verified Systems

Production Systems & Architectural Case Studies

Deep-dive architectural breakdowns of distributed networking engines, air-gapped AI retrieval pipelines, and high-performance client runtimes shipped to production.

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  • Grounded Industrial Robotics RAG with PrivateGPT & RAGChecker
    RoboticsPrivateGPTRAG

    Collaborative Robotics RAG

    Air-gapped RAG framework for YASKAWA industrial cobots, coupling multimodal manual parsing with fine-grained RAGChecker diagnostic verification.

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  • Video.js Media Player Rebuild & Streaming Architecture
    Video.jsHLSTypeScript

    Video.js Streaming Engine

    Architectural rebuild of an enterprise Video.js streaming player, implementing Netflix-style Series & Seasons binge navigation, HLS auto-sequencing, and 8K/12K stream badging.

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  • Browser Automation Platform - Anti-Bot Bypass & Workflow Orchestration
    PlaywrightPythonAutomation

    Browser Automation Platform

    Cloud-based scheduled browser automation service with multi-engine anti-bot bypass, dynamic Tor circuit rotation, and legacy DOM postback handling.

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  • SwarmInfer - Decentralized Heterogeneous Swarm LLM Inference Engine
    Distributed SystemsLLM InferencePython

    SwarmInfer

    Decentralized, heterogeneous swarm inference engine pooling consumer devices (Metal MPS, CUDA, CPU) to run 70B+ LLMs without port forwarding or VPNs.

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  • Human-in-the-Loop Thematic RAG System
    RAGLangGraphFastAPI

    Thematic RAG System

    Human-in-the-loop retrieval engine decomposing question-answering into transparent thematic expansion, canonical chunking, and grounded generation.

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  • Studus - Local-First Knowledge OS & Document Engine
    Local-FirstArchitectureTauri v2

    Studus

    A local-first knowledge operating system combining Notion-grade block editing and dynamic multi-view databases with an Obsidian-style 2D physics graph.

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  • DestinationGusto Logo
    BackendMicroservicesAzure

    DestinationGusto

    Backend and architecture for DestinationGusto with 100,000s of monthly users.

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  • Chat APT
    AIChatbotsGPT

    Chat APT

    A conversational agent to provide easy access to AI products using WhatsApp.

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  • TachigrafoSemplice
    IoTRealtimeBig Data

    TachigrafoSemplice

    Ensure compliance with road traffic regulations.

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  • Movile - Ride Together.
    MobilityMaaS

    Movile

    A mobility solution for business and end customers.

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  • Movile - Ride Together.
    Digital InteractionsAI

    SwiftBA

    A solution to conduct productive meetings in a digital-first world.

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