Product ownership · forward deployed engineering · applied AI
I turn operational friction into AI systems people actually use.
Industrial Engineer and Product Owner at pickit. I work at the point where users, operations, product, and code meet—finding the constraint, shipping the smallest complete system, and staying through adoption.
Selected product & engineering systems
Real operating problems, turned into usable systems.
Selected personal and product initiatives. Where evidence allows, each case distinguishes an implemented system from product design, a prototype, or work still in validation.
Discord ↔ OpenCode AI control plane
Connected Discord channels to persistent development-agent sessions so work could continue with project context, voice transcription, model routing, scoped permissions, n8n operations, and workspace governance intact.
Cross-project intelligence pipeline
Built a read-only audit hub that turns signals from YouTube, X, and Discord into normalized insights, project profiles, explainable matches, and concrete improvement reports.
n8n document-production system
Designed an asynchronous intake, worker, and status workflow that accepts text and attachments, renders individual PDFs, merges the result, and surfaces unsupported inputs instead of silently dropping them.
DOM-aware interface review extension
Created a browser workflow for selecting the exact interface element under review, attaching contextual feedback, generating stable selectors, searching notes, and exporting structured review data.
AI-enabled multiplayer RPG workspace
Developed a Godot prototype with data-driven maps, editable NPC personalities, local-first dialogue, optional server-side AI, persistent memories, and automated gameplay QA.
WhatsApp campaign conversation bridge
Mapped an event-driven architecture across n8n, WhatsApp Cloud API, and Discord while keeping an explicit conversation identity so context can survive each channel handoff.
Incentives and earnings workflows
Defined configurable service-bonus workflows, including eligibility windows, adjustments, and clearer earnings visibility across operations tools and a field app.
Inventory audits and stock integrity
Translated stock-control needs into role-based audit flows for recording discrepancies, reconciling inventory, and managing traceable stock and serial-number movements.
Routing and delivery exception handling
Worked on delivery-assignment and exception flows that move beyond static rules, clarify handoffs, and help operations act on delivery states in a controlled way.
Self-service support and operational alerts
Shaped product requirements for automated answers and operational messaging, covering common questions, usefulness checks, escalation to people, and message delivery tracking.
Campaign data preparation and assignment
Building lightweight spreadsheet automation to normalize campaign files, validate and geolocate addresses, and prepare delivery-partner assignment before an operational run.
Product workflow plugins and project context tools
Built reusable product-workflow plugins and a context-sweep utility that generates concise, repository-specific guidance for coding agents.
Working method
Close to the user. Precise about the system.
Frame the real constraint
Map the user, process, risk, and observable outcome before choosing a tool.
Deploy the whole thin slice
Combine deterministic workflows, agents, APIs, and human checkpoints around one useful outcome.
Transfer the capability
Document, test, teach, and leave the team with a system it can operate and improve.
Remote · International · English / Spanish
Need someone who can own the problem and ship the system?
Open to fully remote international roles across Product Ownership, Forward Deployed Engineering, and applied AI automation.