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JustinGuese/README.md

Justin Güse | Technical Outlier & AI Architect 🚀

Data Engineer | DevOps Specialist | Agentic AI & Quant Developer

I architect mission-critical systems for global enterprises and contribute to the core infrastructure of the modern cloud. My work bridges the gap between BaFin-regulated financial environments and cutting-edge autonomous agentic workflows.

🏛️ Core Ecosystem Contributions

I contribute to the foundational tools that power the internet's infrastructure:

🛡️ Professional Work History & "War Stories"

DataFortress.cloud (Self-employed) | Oct 2020 – Present

  • Atruvia (Banking IT): Engineered high-availability OpenShift environments for Germany’s largest banking network, ensuring strict BaFin compliance.
  • Automotive (HPE/VW/Porsche/BMW): Led petabyte-scale data replication across 60+ countries and designed hybrid cloud migrations.
  • Health & Bio (Buchinger Wilhelmi / NavicareNow): CTO and Architect roles focusing on transferring sensitive health data to the cloud and building ML pipelines for fasting outcome prediction.
  • Quant (Jim Harris Corp): Developed real-time stock prediction systems using Kafka, RabbitMQ, and Tensorflow.

Porsche Holding | Oct 2016 – 2019

  • Specialized in Data Warehousing and high-profile innovation projects, including a VR Motion Seat for Formula E touring across Europe.

🚀 The Product Foundry (SaaS & Products)

I ship production-ready applications that solve complex problems through my collection: Aigentic Vibes.

  • DocumentChat: Enterprise-grade AI RAG assistant for massive document sets.
  • PsychDiary: AI-powered mental health companion for emotional tracking.
  • NavicareNow: AI-driven medical navigation platform for patient guidance.
  • AI Investing Bots: Quant and Algorithmic trading frameworks for automated market execution.
  • Tiledom: A focused project within the Crypto and Web3 ecosystem.

🗄️ Featured Project Index

🤖 Agentic AI & LLM Systems

  • OpenShrimp: Persistent, task-driven LangGraph research agent with a modular plugin system.
  • AgenticSeek: Fully local autonomous agent that thinks, browses, and codes (Manus AI alternative).
  • KuberneteslocalGPT: Private, on-premise RAG implementation for K8s.

📈 Quant & Algorithmic Trading

🏗️ Infrastructure & DevOps

🧰 The Stack

  • Languages: Python, Go, Dart (Flutter), Rust (Solana), Java, TypeScript, HCL.
  • Orchestration: Kubernetes, OpenShift, Helm, ArgoCD, Tekton.
  • Cloud: AWS Certified Solutions Architect, GCP, Azure.

📫 Connect with Me

Pinned Loading

  1. google-research/timesfm google-research/timesfm Public

    TimesFM (Time Series Foundation Model) is a pretrained time-series foundation model developed by Google Research for time-series forecasting.

    Python 19.4k 1.9k

  2. pandas-dev/pandas pandas-dev/pandas Public

    Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

    Python 48.7k 19.9k

  3. mtcnn-face-extraction-eyes-mouth-nose-and-speeding-it-up mtcnn-face-extraction-eyes-mouth-nose-and-speeding-it-up Public

    In this Jupyter Notebook I will explore how to use MTCNN to extract faces including mouth, nose and eyes and finally how to improve the speed of the base model by 100

    Jupyter Notebook 15 4

  4. picture-rotation-fixer picture-rotation-fixer Public

    Effortlessly fix sideways or upside-down scanned photos—Picture Rotation Fixer auto-rotates images to the correct orientation by detecting faces and content. No more manual flipping, just smart, in…

    Python 8 1

  5. docker-reinforcement-learning-tradingbot docker-reinforcement-learning-tradingbot Public

    Python 1

  6. python_tradingbot_framework python_tradingbot_framework Public

    Python algorithmic trading bot framework for Kubernetes: backtesting, hyperparameter optimization, 150+ technical analysis indicators (RSI, MACD, Bollinger Bands, ADX), portfolio management, Postgr…

    Jupyter Notebook 32 13