I’m Fernando Rivero, an enterprise technology leader with over 12 years of experience and a parallel track record of building production delivery acceleration tools. I evaluate vendor platforms by building alternatives first—when I recommend adoption, the due diligence is complete.
Recently, I independently built a 354,977 LOC multi-agent platform capable of serving 1,000+ consultants, where I identified $7.6M in unnecessary tool spend and authored business cases projecting $46M to $104M in annual cost optimization.
My expertise spans GenAI transformation, strategy, and innovation, with a focus on evolutionary context optimization and AI verification systems. I bridge the gap between AI intent and measurable enterprise value.
$7.6M in unnecessary spend identified
Built 354k LOC platform for 1k+ consultants
$8M+ budget & build-vs-buy expertise
Genetic Memory & AI Verification Systems
Enterprise GenAI Transformation & Strategy
Miami, Florida · 12+ Years Experience
Leading GenAI architecture and cost optimization at scale. Evaluated 9+ LLM providers and built custom evaluation frameworks for cost, latency, and quality benchmarking.
Annual savings identified in unnecessary tool spend
Projected annual cost optimization via GenAI
Production AI validations across enterprise runs
Sanctum Notebook: Built $50k/year alternative to $7.6M spend on Google Notebook licenses for 1,000+ consultants.
Auctor replacement architecture: Designed agentic workflow system integrating directly into enterprise agent flows.
Semantic Context Layer: Validated 33.9% token reduction across 35 production runs, projecting $46M+ in annual savings.
A look at the capabilities I bring to every engagement—blending ServiceNow platform depth, generative AI expertise, and the program leadership required to deliver measurable outcomes.
I partner with leaders to move from idea to impact—pairing ServiceNow expertise, generative AI strategy, and the delivery rigor needed to unlock measurable value.
Orchestrating multi-agent platforms and agentic workflows that bridge the gap between AI intent and measurable enterprise value.
Providing rigorous due diligence for AI and delivery tooling—rejecting solutions that increase cognitive load in favor of integrated alternatives.
Developing patent-pending systems for genetic memory controllers and AI verification to ensure high-stakes domain accuracy.
Ready to bring your ideas to life? Let's discuss your project.
Architecting production-grade AI systems, multi-agent swarms, and enterprise integrations.
Deep Research Swarm
Cyberpunk-themed dual-mode research orchestration system using specialized AI models for deep-dive analysis and map-reduce synthesis.
Parallel Code Swarm
Autonomous coding platform featuring a 7-agent ensemble with true parallel execution and consensus-based conflict resolution.
Enterprise Orchestration
Production-grade multi-agent system managing 12 ServiceNow domains with circuit breakers, checkpointing, and tenant isolation.
GovRel Intelligence Platform
Government relations platform processing legislative video with multi-modal analysis, diarization, and vector search.
AI Concierge & CRM
VIP nightlife management system with a public-facing AI concierge, enforcing strict write-only security models.
Social Synthesis Engine
LangGraph pipeline synthesizing daily and weekly Reddit newsletters using dual-model abstraction and structured parsing.
Intelligent Web Agent
Resilient Selenium-based bot with pluggable AI adapters (DeepSeek, OpenAI, Gemini) for automated job applications.
Relational Intelligence
Privacy-first emotional intelligence platform using Vertex AI RAG to analyze relationship dynamics and detect manipulation patterns.
Law Enforcement Assistant
Real-time Florida statute violation identifier using Vertex AI Search grounding and structured output validation.
Optimization Engine
CPU-optimized semantic clustering engine achieving ~34% token reduction for RAG pipelines via SimHash and graph clustering.
MCP Server Implementation
Model Context Protocol server exposing 100+ ServiceNow enterprise operations across 12 domains to AI agents.
Knowledge Extraction
Precision analysis tool for technical presentations, extracting deep architectural patterns from video transcripts.
Collaborative Workspace
Workspace utilizing OpenAI Assistants API with file_search and Google Drive integration for collaborative RAG.
Legal Data Server
Specialized MCP server for querying legal opinions and filings via the CourtListener API.
Have a project in mind? Let's discuss how we can work together to bring your ideas to life.
I'm always interested in hearing about new projects and opportunities. Whether you're a company looking to hire, or someone with a project idea, I'd love to hear from you.