Setting up an Ollama server for private LLMs
Install, run, and harden Ollama for private model hosting.
ReadPipeline-e is a Portland, Oregon software studio and staffing partner with deep AWS cloud expertise. We build data-driven and GenAI applications in Ruby, Python, and TypeScript, with PostgreSQL and Redis at the core. We move fast, keep budgets lean, and deliver secure AI workflows for commerce and public-sector needs.
Architecture, CI/CD, and governance for enterprise workloads.
Rails, Shopify, and PostgreSQL systems on AWS and Ubuntu.
Secure RAG, bill analysis, and AI-assisted drafting pipelines.
Certifications
Former and current clients
Services
We embed with your team or run turnkey delivery. Expect senior builders, pragmatic architecture, and a clear plan for what ships next, fast and affordably.
AWS solution design, Terraform, CI/CD, and secure networking.
Rails, Shopify, and WooCommerce delivery for high-growth commerce.
Open-WebUI, local LLMs, RAG pipelines, and governance.
Embed senior Ruby, Python, and TypeScript engineers.
Public sector partner
We specialize in UAT, data migration, and transparency portals for large-scale state projects. We provide the "local advantage" and technical depth to help you cross the finish line on Section 2.5 requirements.
Work
From platform engineering to commerce optimization, Pipeline-e delivers in regulated environments and high-scale retail ecosystems. This long-running enterprise track record supports our pursuit of State of Oregon software contracts.
View case studiesCloud networking microservices, AWS infrastructure automation, and GitOps delivery.
Rails commerce features, checkout performance, and secure PCI enhancements for retail checkout.
Systems integration, regulated data workflows, and scalable application delivery.
AI Gen services
We stand up Open-WebUI servers, local LLMs (Ollama), and secure RAG pipelines with audit logging and compliance-friendly controls. We are currently building an Oregon Legislative Information System dashboard that tracks bills with AI analysis, plus Wilfrid.AI as a central assistant for the legislative process.
Get your own AI platformOn-prem or VPC hosted, with SSO and governance controls.
Vector search with pgvector, security filters, and audit trails.
LLM integrations, agent workflows, and UI/UX for adoption.
Bill tracking, AI analysis, and versioned review workflows.
Founder
Wilfrid is a seasoned software engineer and AWS Cloud Solutions Architect with deep e-commerce experience. He has led teams across Best Buy, Williams-Sonoma, Verizon, and IQVIA, delivering Rails platforms, cloud migrations, and AI-enabled workflows with lean, fast delivery.
APIs, commerce, and performance optimization.
Microservices, CI/CD, infrastructure automation.
Secure RAG and privacy-preserving AI systems.
Technical direction, delivery, and mentorship.
Process
Align on outcomes, constraints, and the fastest path to value.
Deliver in short cycles with transparent demos, metrics, and budget visibility.
Harden, document, and empower your team to own the stack.
Blog
Install, run, and harden Ollama for private model hosting.
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Use Open3 to run CLI tools and version outputs with git.
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Schema, indexing, and retrieval patterns for reliable RAG.
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Governance, audit trails, and data boundaries that hold up.
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Performance, compliance, and delivery patterns for commerce teams.
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How we structure AI workflows for versioned, reviewable draft bills.
ReadTell us what you need-cloud architecture, data-driven GenAI, or a full-stack delivery team for public-sector or enterprise outcomes.