Building AI Infrastructure at Scale

$ pmts @ oracle > designing agentic platforms

I work on the infrastructure that powers observability, access control, and maintenance automation across thousands of Oracle Cloud databases. When I'm not building at work, I'm exploring LLM-powered architectures and personal tools.

featured projects

Current

ADP Audit Agent

Multi-surface observability platform combining OCI Audit, host logs, and database audit trails. Conversational interface with cited evidence and deterministic controls.

Java LLM OCI Agentic AI
Personal

HireLoop

Autonomous career tracking platform. Config-driven backend with pluggable LLM providers. Tracks job search, interview prep, and career milestones. Live on Railway.

Java/Spring Boot React Railway Claude API
Personal

OrderAI

Open-source AI food truck ordering system. MCP integration with Square POS, full web UI. Real-time order processing with smart recommendations.

MCP React Square API LLM
Personal

Market Research Dashboard

AI-powered personal stock dashboard. Claude Code cloud routine runs market analysis, writes JSON briefs to Google Drive, served via Cloudflare Worker.

Claude Code Cloudflare Workers Google Drive API AI Analysis

current work

PMTS (Principal Member of Technical Staff)
Oracle Cloud Infrastructure

I own and design mission-critical platforms for the ADP (Application Data Platform) team. My work spans infrastructure for observability, access control, maintenance automation, and reliability across ExaCS and Autonomous Database ecosystems. I also lead the AI-agent platform direction, moving conversational AI from POC to productizable workflows with safety-first design.

Core Ownership

ADP Audit Agent, JIT Access Control, FA Maintenance workflows, KMS/BYOK platform, Data Guard orchestration

Infrastructure

OCI, ExaCS, Autonomous Databases, control plane APIs, workflow reliability, state management, periodic execution

AI & Agentic

Conversational UI, multi-agent orchestration, LLM-powered summarization, deterministic control enforcement

Impact

Production reliability, 40% automation effort reduction, 15M+ operational touchpoints, cross-team mentorship

technical skills

Platforms & Infrastructure

OCI ExaCS Autonomous Databases Kubernetes Docker AWS

Backend & Databases

Java Spring Boot MySQL PL/SQL Node.js Kafka

AI & Agentic

Claude API Claude Code MCP LLM Integration Agentic Workflows Prompt Engineering

Frontend & Tooling

React Cloudflare Workers Google Drive API GitHub Pages Railway Vercel

Core Systems

Distributed Systems Database Design Workflow Orchestration Access Control Reliability Engineering State Management

Practices

System Design Production Support Mentorship Agile Documentation Cross-team Collaboration

career direction

I'm focused on systems at scale, agentic AI infrastructure, and distributed data platforms. The work that excites me most: designing platforms that operate reliably across thousands of customers, building systems where LLMs improve UX without compromising safety, and mentoring engineers through complex production challenges.

I'm interested in senior IC roles where I can own critical infrastructure, drive architectural decisions, and shape how organizations interact with AI systems. The ideal fit combines technical depth with cross-team impact and mentorship opportunities.

I'm always open to conversations about interesting technical problems, whether that's optimizing existing systems, building new infrastructure, or exploring emerging paradigms in agentic AI and distributed systems.

What I'm Focused On

Systems at Scale
Multi-region, high-reliability, thousands of customers
Agentic AI Architecture
LLM-powered workflows with deterministic control
Distributed Data Platforms
Database lifecycle, orchestration, operations
Mentorship & Leadership
Growing engineers and shaping technical direction

resume

Comprehensive overview of my professional experience, technical expertise, and key achievements across 11+ years. Detailed work history from Adeptia through Oracle, with emphasis on platform engineering, AI infrastructure, and production reliability.

Includes Oracle/OCI work, personal projects, technical skills, and past roles at Dassault Systèmes, Bristlecone, Accenture, and First Republic.

get in touch

Interested in collaborating, discussing systems design, or just having a conversation? I'm always open to meaningful technical discussions and opportunities where I can contribute to building great infrastructure.

Whether it's about agentic AI, distributed systems, or career growth—reach out.

Location Austin, TX
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