Resume

AI Solutions Architect | LLM Engineering & Enterprise AI Systems

linkedin.com/in/beaudamore | www.damore.ai

GitHub: github.com/beaudamore | OpenWebUI: openwebui.com/u/beaudamore

PROFESSIONAL SUMMARY

AI Solutions Architect with 25+ years of technology leadership specializing in enterprise AI deployment, LLM fine-tuning, and private AI infrastructure. Founder of damore.ai, delivering air-gapped, on-premise AI solutions for organizations requiring data sovereignty and security. Expert in OpenWebUI ecosystem development, custom model training pipelines, and secure multi-model orchestration systems. Proven track record building production-grade AI tools, filters, and pipelines for enterprise deployments.

Core Competencies:

• Enterprise AI Architecture & Deployment
• LLM Fine-Tuning & Model Optimization
• OpenWebUI Custom Development (Tools, Functions, Filters, Pipelines)
• Private/Air-Gapped AI Infrastructure
• Dataset Generation & Augmentation
• Langchain & Agent Frameworks
• Security-First AI Implementation

TECHNICAL SKILLS

AI/ML Technologies

• LLM Platforms: Ollama, OpenWebUI, LangChain, Unsloth, OpenAI, Anthropic, Google Gemini, DeepInfra
• Multimodal AI: ComfyUI (image/video generation), Gemini/Google Cloud (video generation), HeyGen (digital twinning), OpenedAI-Speech, ElevenLabs (voice synthesis), TTS integration
• Multi-Model Orchestration: Context-aware agent conversations, Intelligent speaker routing, Sequential response systems
• NLP/Text Processing: spaCy, NLTK, Entity extraction, Semantic search, Stopword filtering
• Model Training: Fine-tuning (LoRA, QLoRA), Dataset generation (Augmentoolkit), MLX (Apple Silicon), Jupyter/Colab workflows
• Infrastructure: DGX Spark, On-premise GPU clusters, Air-gapped deployments, Google Cloud, GPU-mart hosting
• GPU Management: DGX Spark administration, Server provisioning, Resource allocation, Security hardening, Performance optimization
• Frameworks: Python, PyTorch, Transformers, Sentence Transformers, FAISS, Pandas, aiohttp

Enterprise AI Solutions

• RAG & Knowledge Systems: Vector search, Hybrid search (semantic + BM25), Knowledge base orchestration, Reranking algorithms
• Security: Prompt injection detection, Content filtering (Llama Guard), Privacy-preserving AI
• Orchestration: Multi-model routing, Sequential response systems, Department-specific AI agents
• Integration: API development, ClamAV antivirus integration, SEQ log analysis, PubMed research tools
• Compliance: HIPAA, GDPR/CCPA, Audit logging, Air-gap capable systems
• Domain Expertise: Medical research (PubMed/NCBI), Real estate (MLS/listing APIs), Job market analytics

Development Stack

• Languages: Python, JavaScript/TypeScript, C#, SQL
• Cloud/Infrastructure: Docker, Kubernetes, AWS/Azure (migration to on-prem), CI/CD
• Workflow Automation: n8n (automation orchestration, web scraping, API integrations, data pipeline automation)
• Containerization: Multi-stage Docker builds, Docker Compose, Microservices architecture, CDN services
• Data Engineering: Pandas, Data refinement pipelines, Vector databases, ETL workflows
• Web Technologies: FastAPI, Flask, Gunicorn, REST APIs, WebSockets, CORS, Modern web frameworks
• API Integrations: NCBI/PubMed, Real estate MLS (Repliers), Job boards (LinkedIn/Indeed/ZipRecruiter), ComfyUI
• Async Programming: asyncio, aiohttp, Concurrent operations, Thread pooling
• Data Formats: XML/JSON parsing, Base64 encoding, CSV/Excel processing
• Streaming Systems: Real-time audio streaming, Progressive content delivery, Event-driven architectures
• Rapid Development: bolt.new (StackBlitz), Vercel, Netlify (hosting & deployment)
• Development Tools: VS Code, Visual Studio, GitHub Copilot

PROFESSIONAL EXPERIENCE

Founder & Chief Architect | damore.ai

2024 - Present

Founded enterprise AI consultancy specializing in private, on-premise AI deployments for organizations requiring data sovereignty and security compliance. Deliver complete AI infrastructure solutions from architecture through deployment.

Key Achievements:

• Architected multi-model AI orchestration platform with context-aware conversation management, intelligent speaker routing, and real-time streaming
• Built enterprise-grade security framework including prompt injection detection, antivirus scanning (ClamAV), content filtering, and privacy controls
• Engineered SOC 2 Type II-aligned infrastructure security: LUKS2 encryption at rest with keyfile auto-unlock and Dropbear early-boot fallback, hardened key-only SSH behind a hardware firewall allowlist, Caddy with Cloudflare mTLS (Authenticated Origin Pulls) and WebSocket auth enforcement, scheduled Trivy container scans reporting through n8n, encrypted daily backups, and a documented threat model, incident response plan, and executive security summary for cyber-insurance review
• Developed custom OpenWebUI extensions achieving Top 3% contributor status (7 public contributions)
• Created custom fine tuned models for industry-specific use cases using LoRA/QLoRA techniques, improving performance by 40%+
• Automated dataset generation pipelines using Augmentoolkit, producing high-quality training data at scale
• Engineered Docker-based CDN microservice with image optimization, API security, and multi-stage builds for production deployment

Core Solutions:

• Multi-Agent Systems: Context-aware group conversations, dynamic speaker selection, conversation state management, profile-based personalization
• Workflow Automation: n8n orchestration for automated Gemini video generation for LinkedIn posting, web scraping, data ingestion into OpenWebUI knowledge bases, and conversion of various text sources into Augmentoolkit-friendly format for LLM training data generation
• Specialized AI Tools: Medical research (PubMed/NCBI API), Job search aggregation (multi-board), Real estate MLS integration, Video generation (ComfyUI, Gemini, HeyGen digital twins)
• Knowledge Management: RAG systems, Hybrid search (vector + keyword), Multi-KB orchestration, LRU caching strategies
• Security Suite: Prompt injection protection, Llama Guard integration, policy violation filters with KB logging, antivirus file scanning
• Integration Tools: SEQ log analysis (Datalust), PubMed medical research API, antimalware scanning, TTS/audio generation
• Microservices: Docker CDN with image resizing, LRU caching, API authentication, CORS management, health checks
• Enterprise Features: Audit logging, user violation tracking, customizable compliance workflows, real-time streaming architectures

Principal Senior Architect, Sitecore CMS | Christus Health via Treasure Coast Software LLC

June 2022 - Present

Lead Sitecore CMS architecture and enterprise content management solutions for major healthcare organization, managing offshore development teams and Azure cloud infrastructure.

Key Achievements:

• Architected and maintained Sitecore 9.3 enterprise CMS platform for healthcare organization with 600+ hospitals across multiple regions
• Managed offshore development teams, coordinating cross-timezone deliverables and ensuring code quality through structured review processes
• Administered Azure PaaS infrastructure including Front Door CDN configuration, App Services deployment and scaling, and cloud resource optimization
• Implemented enterprise-grade security and compliance measures for HIPAA-regulated healthcare content delivery
• Optimized application performance and reliability through Azure monitoring, auto-scaling policies, and disaster recovery strategies

Senior Programming Analyst/Technical Lead | Vitas

May 2019 - June 2022

Led Sitecore enterprise architecture and full-stack development for hospice care organization, driving digital transformation initiatives.

Key Achievements:

• Architected Sitecore 9.3 solutions using Helix patterns, integrating SendGrid, MS Dynamics, and Brightcove, boosting user engagement by 25%
• Implemented custom SEQ log aggregation and NightwatchJS testing suite, reducing QA time by 40%
• Managed Agile sprints as Scrum Master, leading local/offshore teams and transitioning workflows to Azure DevOps for improved efficiency
• Mentored BE/FE developers, conducting PR reviews and enforcing SAFe Agile practices across projects

Pre-Sitecore Experience (Summary) | Various Organizations

January 2000 - April 2018

Delivered .NET, MVC, and iOS solutions for healthcare, real estate, and eCommerce at Verity IQ, OPENCLOSE, Radial, Woolbright Development, Wealth Management Systems (WMSI), TRIAGENCY, eDERM Systems, Webimax, Robert Half Technology, and RMI Management.

Key Contributions:

• Developed custom CMS, APIs, and error logging systems, converting legacy ASP to .NET and enhancing system reliability
• Co-authored iOS apps and multi-tenant platforms, streamlining client workflows and data management

FEATURED OPEN SOURCE CONTRIBUTIONS

OpenWebUI Community (Top 3% Contributor)

Profile: openwebui.com/u/beaudamore

Published Tools & Functions:

1. Antivirus/Antimalware Filter - ClamAV integration for file upload security with violation tracking
2. Prompt Injection Protection Filter - AST-based prompt injection detection with KB logging
3. Policy Violation Filter - Llama Guard integration for company policy enforcement
4. Safety Protection Filter - Multi-category safety classification (S1-S11 taxonomy)
5. SEQ Log Analysis Tool - Natural language querying of structured logs via SEQ API
6. PubMed Medical Research Tool - NCBI API integration for evidence-based medical research

Technical Innovations:

• Implemented inlet/outlet filtering with priority-based execution
• Created Knowledge Container pattern for violation tracking and audit compliance
• Developed custom model prompts for Llama Guard and injection detection
• Built automatic logging and user suspension workflows

EDUCATION & CERTIFICATIONS

Client Server Programming Degree | DPT Business School
First in Class | Top Honors | GPA 4.0/4.0 | 1999

Continuing Education:

• Advanced LLM Fine-tuning & Optimization
• Enterprise AI Security & Compliance
• Modern MLOps & Model Deployment

PROFESSIONAL PROFILE

Industry Focus Areas:

• Healthcare (HIPAA-compliant AI systems)
• Legal (Confidential document analysis, air-gapped research assistants)
• Manufacturing (Offline production intelligence)
• Finance (Secure financial analysis platforms)
• Government (Classified/sensitive environment deployments)

Thought Leadership:

• Active contributor to OpenWebUI ecosystem
• Developer of enterprise AI security patterns
• Advocate for data sovereignty and privacy-preserving AI

SERVICES OFFERED (damore.ai)

AI Implementation & Consulting:

• Enterprise AI architecture & deployment strategy
• Custom model training & fine-tuning
• OpenWebUI platform customization & integration
• Air-gapped/on-premise AI infrastructure
• Security & compliance (HIPAA, GDPR, SOC2)

Technical Solutions:

• Multi-model orchestration systems
• Department-specific AI agents with tool access
• Prompt engineering & safety systems
• Data pipeline development & optimization
• Legacy system AI integration

Industries Served:

• Healthcare, Legal, Manufacturing, Finance, Government

References and detailed project portfolio available upon request