# Fern Rivero

> Fern Rivero is an AI engineer and enterprise architect with 12+ years of experience building agentic systems, enterprise search, and software delivery automation.

Official portfolio of Fernando (Fern) Rivero. Public project summaries, services, and professional profile.

## Profile and services

- [About Fern](https://www.iamfern.com/content/about.md): Background and focus.
- [Services](https://www.iamfern.com/content/services.md): Ways to work together.
- [JSON profile](https://www.iamfern.com/profile.json): Structured profile and full project catalog.
- [Read-only API description](https://www.iamfern.com/openapi.json): OpenAPI description of public retrieval endpoints.

## Projects

- [Autonomous Software Delivery](https://www.iamfern.com/content/autonomous-sdlc.md): Built an agentic delivery system that turns production issues into competing fixes, tested pull requests, and reviewed releases.
- [Enterprise AI Assistant](https://www.iamfern.com/content/enterprise-ai-assistant.md): Built a specialist AI assistant across 40,000+ ServiceNow documentation pages and cut per-request cost from about $2.19 to $0.04–$0.06.
- [Enterprise Knowledge Platform](https://www.iamfern.com/content/enterprise-knowledge-platform.md): Built an enterprise knowledge workspace with six ingestion pipelines and 226,142+ indexed chunks across four sources, powered by Qdrant.
- [ServiceNow Service Modeling](https://www.iamfern.com/content/csdm-inference.md): Built a multi-agent system that turns ServiceNow incident history into a CSDM service model and a 13-section report.
- [Security Review Agents](https://www.iamfern.com/content/security-review-agents.md): Combined seven scanning tools with eight specialist AI reviewers to investigate security findings and filter noise before issues reach engineers.
- [Meeting-to-Backlog Planner](https://www.iamfern.com/content/meeting-to-backlog.md): Built a planning pipeline that turns meeting decisions into prioritized delivery stories, refining 350 proposals to 215 across ten transcripts.
- [AI Product Scorecard](https://www.iamfern.com/content/ai-leadership-dashboard.md): Built a leadership scorecard that connects AI adoption, model spend, infrastructure cost, and modeled value so leaders can decide where to invest.
- [MAS Agents Research 1.0](https://www.iamfern.com/content/mas-agents-v1.md): Cyberpunk-themed dual-mode research orchestration system using specialized AI models for deep-dive analysis and map-reduce synthesis.
- [MAS Agents Code](https://www.iamfern.com/content/mas-agents-code.md): Autonomous coding platform featuring a 7-agent ensemble with true parallel execution and consensus-based conflict resolution.
- [ServiceNow Expert Agent](https://www.iamfern.com/content/servicenow-expert.md): Production-grade multi-agent system managing 12 ServiceNow domains with circuit breakers, checkpointing, and tenant isolation.
- [Montana Video](https://www.iamfern.com/content/montana-video.md): Government relations platform processing legislative video with multi-modal analysis, diarization, and vector search.
- [Guestlists Miami](https://www.iamfern.com/content/guestlists-miami.md): VIP nightlife management system with a public-facing AI concierge, enforcing strict write-only security models.
- [Reddit Email Digest](https://www.iamfern.com/content/reddit-digest.md): LangGraph pipeline synthesizing daily and weekly Reddit newsletters using dual-model abstraction and structured parsing.
- [Auto Job Applier](https://www.iamfern.com/content/auto-job-applier.md): Resilient Selenium-based bot with pluggable AI adapters (DeepSeek, OpenAI, Gemini) for automated job applications.
- [Project DREA](https://www.iamfern.com/content/project-drea.md): Privacy-first emotional intelligence platform using Vertex AI RAG to analyze relationship dynamics and detect manipulation patterns.
- [Pocket Officer](https://www.iamfern.com/content/pocket-officer.md): Real-time Florida statute violation identifier using Vertex AI Search grounding and structured output validation.
- [Semantic Deduplication](https://www.iamfern.com/content/semantic-dedup.md): CPU-optimized semantic clustering engine achieving ~34% token reduction for RAG pipelines via SimHash and graph clustering.
- [YouTube Deep Dive](https://www.iamfern.com/content/youtube-learning.md): Precision analysis tool for technical presentations, extracting deep architectural patterns from video transcripts.
- [Raggity Chat POC](https://www.iamfern.com/content/raggity-chat.md): Workspace utilizing OpenAI Assistants API with file_search and Google Drive integration for collaborative RAG.
- [CourtListener MCP](https://www.iamfern.com/content/court-listener-mcp.md): Specialized MCP server for querying legal opinions and filings via the CourtListener API.

## Optional

- [Full text](https://www.iamfern.com/llms-full.txt): Complete public profile, services, and project summaries.
- [Agent access guide](https://www.iamfern.com/for-agents): Formats and attribution.
- [Contact](https://www.iamfern.com/#contact): Human contact form. There is no public automated submission endpoint in this interface.