Architecting AI Systems & Orchestrating Enterprise Transformation
Designing agentic AI systems and multi-platform integrations while directing strategic execution, governance, and enterprise-scale delivery across distributed, high-velocity teams.
The Strategic Roadmap
1. Strategic Planning & Requirements Translation
Translating complex business objectives into technical roadmaps, agentic AI architectures, and multi-platform integration strategies. Defining success metrics, risk frameworks, and delivery governance.
2. AI Architecture & Technical Design
Designing autonomous agents, Graph RAG pipelines, and MCP integrations. Architecting multi-platform API ecosystems (NetSuite, Ramp, Vena, Box, SharePoint) with edge-native infrastructure and scalable governance patterns.
3. Governance, Planning & Team Orchestration
Institutionalizing PMO discipline with RACI matrices, intake governance, risk frameworks, and automated dashboards. Leading distributed, multi-timezone teams with structured project cadences and performance visibility.
4. Implementation & Technical Delivery
Building modern full-stack applications on edge-native platforms (Cloudflare Workers, D1, Vectorize). Deploying intelligent APIs, vector databases, and autonomous agents. Managing CI/CD pipelines, QA validation, and production rollouts across distributed systems.
5. Adoption, Change Management & Optimization
Driving user adoption through active champion networks, targeted training, and UI/UX excellence. Deploying AI-augmented automation to optimize workflows and PMO operations, reclaiming 100+ manual hours monthly.
6. Observability, Metrics & Evolution
Establishing performance baselines, KPI dashboards, and quarterly review cadences. Managing continuous evolution through CI/CD pipelines and robust monitoring to sustain long-term operational excellence.
Measurable Outcomes
100+ Hours
Monthly Time Reclaimed
Replaced manual PMO status reporting with AI consolidated agents.
35% Cut
Month-End Close Cycle
Automated AP workflows across NetSuite ERP, Vena, and Ramp AP integrations.
300%
Deployment Speed Increase
Automated QA and POS rollouts via custom python/shell scripting.
Edge-Native Product Suite
Four independent applications demonstrating agentic AI, semantic search, financial modeling, and modern edge architecture.
Locker
Secure AI memory vault with MCP integration.
Self-hosted MCP server for persistent AI memory. Architected on Cloudflare edge (Workers, D1, Vectorize) with AES-256-GCM envelope encryption, Graph RAG ingestion, cosine similarity ranking, and DLP scanning for multi-tenant organizational isolation.
Caliber
Agentic job search platform with AI matching.
Intelligent background agents autonomously scrape, sync, and analyze multi-source ATS platforms (Lever, Greenhouse, LinkedIn). Integrates resume scoring, dynamic tailoring, and real-time application status tracking with browser automation and provider failover.
ProOrca
Edge-native LMS with AI curriculum generation.
Modern homeschool learning platform leveraging Cloudflare Workers AI (LLAMA 3.1 70B, Flux) for curriculum generation, image synthesis, and interactive video enrichment. Implements mastery-based learning, graph-based skill mapping, and parent-as-primary identity model.
Taper
Zero-based budgeting with forward-looking financial planning.
Full-stack zero-based envelope budgeting application. Allocates every dollar of monthly income to defined purposes. Features dashboard analytics, configurable bill windows, receipt uploads, credit tracking, and automated daily cron processing with 17-table Drizzle schema.