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.
I contribute to the foundational tools that power the internet's infrastructure:
- Hetzner Cloud CSI Driver: Contributor to the primary K8s storage interface for Hetzner Cloud.
- Google Research / TimesFM: Contributor to Google’s SOTA Time Series Foundation Model for zero-shot forecasting.
- Bitnami Helm Charts: Contributor to the industry-standard library for Kubernetes application deployment.
- Pandas-Dev / Pandas: Contributor to the world's most critical data manipulation library.
- Microsoft / Winget-pkgs: Active contributor to the Windows Package Manager repository.
- Atruvia (Banking IT): Engineered high-availability OpenShift environments for Germany’s largest banking network, ensuring strict BaFin compliance.
- Key Achievement: Mitigated a critical HashiCorp Vault cross-datacenter failure within a strict 2-hour window, preventing a mandatory federal reporting event with zero data loss.
- 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.
- Specialized in Data Warehousing and high-profile innovation projects, including a VR Motion Seat for Formula E touring all over Europe.
I build, launch, and scale production-ready systems that solve complex algorithmic, hardware, and operational problems:
- AgentBureau: An elite B2B AI agency platform focusing on deploying production-ready multi-agent workflows, custom LLM fine-tuning, and operational automation.
- DocumentChat: Enterprise-grade AI RAG assistant for high-accuracy semantic search across massive document sets.
- WiFiSenseBox: An innovative IoT hardware-software solution engineered for signal detection, environmental sensing, and smart infrastructure metrics.
- AI Investing Bots: Quant and Algorithmic trading frameworks running automated forecasting models and deep quantitative analysis.
- PsychDiary: AI-powered companion mobile app for automated cognitive tracking and emotional analytics.
- NavicareNow: AI-driven medical navigation platform for patient documentation and guidance, backed by the Now2 Next Accelerator.
- Tiledom: A focused project within the Crypto, Web3, and economic simulation ecosystem.
- OpenShrimp: Persistent, task-driven LangGraph research agent with a modular plugin system and anti-bot evasion heuristics.
- AgenticSeek: Fully local autonomous agent that thinks, browses, and codes (Open-source Manus AI alternative).
- KuberneteslocalGPT: Private, on-premise RAG implementation tailored for isolated Kubernetes infrastructure.
- Python Tradingbot Framework: K8s-native algorithmic framework featuring 150+ technical indicators and distributed hyperparameter optimization.
- Kubernetes Autonomous Trading Agent: LLM-powered Solana agent running market scraping and transaction execution via native K8s CronJobs.
- AI Hedge Fund: Multi-agent collaborative team for algorithmic market reasoning and portfolio risk management.
- Python-OpenObserve: High-performance connector for sub-second OpenObserve telemetry and logging pipelines.
- Rspamd-Iscan: Advanced IMAP mailbox spam-filtering chart leveraging Bayesian learning models.
- Picture Rotation Fixer: Content-aware image processing pipeline using face detection algorithms to auto-orient scanned photos.
- Languages:
Python(Tensorflow, Keras, FastAPI),Go(K8s CSI Drivers),Dart(Flutter Mobile/Web),Rust(Solana contracts),Java,TypeScript,HCL(Terraform). - Orchestration & DevOps:
Kubernetes,OpenShift,Helm,ArgoCD,Tekton Pipelines. - Data Layers:
Trino / Starburst,Kafka,RabbitMQ,PostgreSQL,MinIO,OpenObserve. - Cloud Infrastructure:
AWS Certified Solutions Architect,GCP,Azure.
- Primary Platform: DataFortress.cloud
- Inquiries: info@datafortress.cloud
- https://www.linkedin.com/in/justin-guese/