Twelve years building enterprise AI platforms, automation pipelines, and revenue operations. I turn operational complexity into outcomes you can audit.
Multi-agent LLM orchestration and RAG optimization inside JPMorgan's constrained environment. €800k a month in client revenue uplift. $51,568 in a single day. Strategy to shipping, end to end.
I bridge AI, automation, and technical operations: architecture, implementation, team leadership, and measurable outcomes, owned end to end.
I design prompt engineering frameworks, RAG chunk architectures, and multi-agent orchestration for constrained-context LLM environments like JPMorgan's proprietary infrastructure. Claude, GPT-4, Gemini, and local models, applied to real workflows that ship.
End-to-end automation stacks connecting marketing, sales, billing, and support. HubSpot, ClickFunnels, WooCommerce, Zapier, Make, ActiveCampaign, and payment APIs, all built to drive revenue and eliminate manual drag.
From routing logic and risk controls to merchant onboarding and ACI PAY.ON tooling, I turn complex payment stacks into reliable, scalable revenue streams, with AI-assisted monitoring replacing static dashboards.
Player-coach across AI, ops, and engineering. Teams of 5 to 22. KPIs, cross-functional programs, and delivery at JPMorgan, fintech, and e-commerce scale. CLSSYB and ITIL v4 certified. Hands-on enough to build, strategic enough to lead.
Real outcomes from automation, AI, and RevOps work at JPMorganChase, My Amazon Guy, Payreto, and personal ventures. Expand any record for context, role, stack, and impact.
AI gift recommendation engine for Filipino markets, built on Gemini with real-time search.
Visit site → LIVE · PAYMENTSWhite-label ACI PAY.ON API testing tool. Later adopted by ACI for knowledge base publication.
View tool → DEMO · FUNHumorous landing page with animated progress bars, tier selection, and easter-egg mechanics.
Ask for the demo → CASE · AGENTSMulti-agent AI system for autonomous content generation, distribution, and monetization.
Read the case → INTERNAL · REVOPSReal-time campaign metrics aggregated from HubSpot, ClickFunnels, and Zapier.
Request details → INTERNAL · FINTECHCustom REST API for merchant routing, risk assessment, and settlement on ACI PAY.ON.
Request docs →Empathy for every layer of the stack, and the leverage to redesign it.
Leading the enterprise AI project portfolio using advanced system prompting, RAG chunk optimization, and document feeding pipelines for JPMorgan's constrained LLM environment. Architected "Project Ultron," a confidential AI platform improving organizational operational speed by 62% and delivering 80% productivity gains for APAC operations teams.
Owned the GTM automation stack end to end across HubSpot, ClickFunnels, ActiveCampaign, Instantly.ai, Zapier, and WooCommerce. Engineered a flagship campaign generating $51,568 in one day and delivered 30% operational cost reduction. Established the company's first formal AI standard by integrating ChatGPT into automation pipelines. Fastest IT career growth on record: Tier 1 to Tier 3 in 8 months.
Managed enterprise fintech clients including Delivery Hero (FoodPanda parent). Turned two underperforming accounts into the company's top earners, adding €800k+/month in revenue. Pioneered Zendesk and Clockify as company-wide standards. First to deploy Google Pay and Apple Pay integrations for the full client base. Built an in-house API testing tool later adopted by ACI for their official knowledge base.
Site-wide Top CSAT Agent at Google for 3 consecutive months. Authored a Pixel phone fix adopted into Google's official support guidelines. SME at Telstra, promoted in 2 weeks, led 22 agents, awarded Mentor of the Month. Top-10 KPI performer at DirecTV for 7 consecutive months. Led a remote team of 5 at Smile Time Dental with 100% accuracy from day one.
Quick answers for hiring managers, founders, and teams considering working together.
Open to full-time AI, Automation, and Technology leadership roles, and select consulting projects. Tell me about the problem you're trying to solve. I read every message personally.