Architecting mission-critical NetSuite platforms, resilient integration fabrics, and autonomous AI delivery that turn operational friction into engineered precision.
Began my career inside Oracle NetSuite on the elite SWAT desk supporting Top 200 global enterprise accounts. Over a decade, I've architected multi-subsidiary platforms, Celigo iPaaS pipelines, and high-volume 3PL logistics networks for world-class DTC and enterprise brands. Today, I combine deep ERP domain mastery with autonomous multi-agent orchestration - executing parallel, mathematically verified development cycles that outpace traditional consulting teams by 10x with zero drift.
Ten years of high-consequence enterprise engineering, platform defense, and production delivery.
Lead technical architect for multi-system enterprise integrations. Design and deliver production-grade connectivity between NetSuite ERP and logistics networks (Masonhub, ShipBob, Capacity 3PL, Radial, ILG). Engineer automated carrier pipelines for DHL and FedEx, bidirectional Shopify synchronization, and advanced Celigo iPaaS orchestration (Legendary Level 4).
Delivered custom SuiteScript 2.x, SuiteFlow, and MapReduce batch data architectures across finance, inventory, and supply chain. Managed full NetSuite Release Preview upgrade lifecycles with zero-disruption cutovers, executive KPI dashboards, and platform governance across complex client customizations.
Earned 4 successive promotions within NetSuite Global Support & Engineering Services. Handled the platform's Top 200 enterprise customer escalations on the elite SWAT desk. Performed root-cause analysis for core platform defects across SuiteScript, SuiteFlow, and SDF, and conducted architectural quality audits under Oracle's Engineering Solutions Management (ESM) methodology.
Built automated CI/CD pipelines and quality assurance tooling using Jenkins, SonarQube, Selenium, and Java test frameworks.
Engineered for zero data drift, peak volume endurance, and provable financial integrity.
Financial reconciliations balancing to the penny across multi-subsidiary ERP, banking, and payment gateways with automated anomaly alerts.
Architected for peak flash sale drops exceeding 15,000 orders/hour with zero script governance crashes and decoupled batch queues.
Global logistics routing across North America, EMEA, and APAC (Masonhub, ShipBob, Capacity, Radial, ILG) with automated carrier failover.
Idempotent webhooks, automatic exponential backoff retries, and dead-letter queues preventing silent transaction drops during upstream outages.
Complete trace logging, SDF version-controlled migrations, and audit compliance built natively into every SuiteScript execution path.
Sole-architect ownership from executive stakeholder discovery to production deployment, cutover execution, and post-go-live stabilization.
Production platforms engineered for category leaders with verified technical specifications.
Sole architect from initial requirements through global production go-live. Engineered a high-performance dynamic matrix pricing engine calculating real-time landed costs, currency conversions, and customer group discounts across 14 international subsidiaries. Integrated automated EDI 850/855/856 order orchestration for major global sporting goods retailers.
Architected the mission-critical fulfillment backbone powering high-velocity product drops for one of the world's fastest-growing beauty brands. Synchronized Shopify Plus with NetSuite ERP and 4 geographically distributed 3PL distribution centers, engineering real-time inventory allocation that eliminated overselling during viral traffic surges.
Designed enterprise-scale asynchronous automation for high-volume kitchen appliance manufacturing and wholesale distribution. Built 95+ custom operational Suitelet interfaces for warehouse operators and engineered 35+ MapReduce batch jobs reconciling high-volume shipments, vendor chargebacks, and SPS Commerce EDI transaction streams.
Engineered a full-stack enterprise reconciliation platform connecting NetSuite with external WMS and transactional databases. Designed high-throughput asynchronous event consumers processing 3,600+ requests per second, matching ledger records in real time and isolating data discrepancies before financial period close.
A cut above legacy consulting: orchestrating specialized multi-agent swarms, isolated Git worktrees, and domain-specific developer loops to deliver enterprise NetSuite architectures at 10x velocity with zero drift.
How I orchestrate: Instead of relying on a single developer or single AI that can make subtle errors, I decouple delivery into three adversarial agent roles: an Architect for requirements and contract definition, an isolated Builder, and an independent QA Auditor.
ORCHESTRATION: FORMAL BLUEPRINT → ISOLATED WORKTREE → ADVERSARIAL AUDIT
Synthesizes ERP requirements into strict contracts, governance limits, SuiteScript 2.1 entrypoints, and invariant assertions before code generation begins.
Spawns dedicated Git worktrees to write modular SuiteScript 2.1, Celigo transforms, and MapReduce batch handlers without repository locks.
An independent auditor agent validates implementation against the blueprint, runs automated unit tests, and verifies zero-drift invariants.
How I orchestrate: Directly coupling issue trackers with SDF repositories, validating every SuiteScript candidate in isolated NetSuite sandboxes with automated regression runs before production cutover.
ORCHESTRATION: TICKET INGESTION → REPO CONTEXT → SDF SANDBOX RUN → ZERO-DRIFT PROD CUTOVER
Ingests issue acceptance criteria, parses 700+ enterprise SuiteCloud files, and locates exact UserEvent, Suitelet, or MapReduce triggers.
Pushes atomic custom objects into isolated NetSuite Sandboxes, validating permissions, XML definitions, and record-level script events.
Executes production release with automated pre-flight balance verifications, SDF dependency checks, and integrated Git tag audits.
How I orchestrate: Ingesting enterprise helpdesk incidents, interrogating Celigo and NetSuite execution logs, reproducing edge cases in ephemeral workspaces, and generating verified patches in hours.
ORCHESTRATION: LOG TRACING → GOVERNANCE COLLISION ISOLATION → IDEMPOTENT PATCH
Interrogates integrator.io export/import runs, parses HTTP payload traces, and pinpoints NetSuite governance or field mapping errors.
Simulates payload edge cases, handles lock contentions, and crafts idempotent hooks (preSavePage, postSubmit, filter scripts).
Prepares verified SuiteScript/Celigo patch, tests against staging payloads, and generates full technical documentation for stakeholders.
How I orchestrate: Coordinating full-stack deliverables spanning Next.js web applications, Celigo data pipelines, and NetSuite ERP ledgers simultaneously without merge collisions or context switching.
ORCHESTRATION: CROSS-SYSTEM TASK DAG → PARALLEL WORKTREE WORKERS → LEDGER PARITY VALIDATION
Deconstructs operational epics into targeted dependency graphs across UI layers, middleware queues, and NetSuite accounting records.
Dispatches dedicated agents in parallel git worktrees to simultaneously implement frontend forms, Celigo flow steps, and SuiteScripts.
Performs full end-to-end verification ensuring customer submissions flow directly into General Ledger balances with 100% data fidelity.
How pairing 10+ years of NetSuite SWAT domain mastery with autonomous multi-agent pipelines fundamentally outclasses legacy consultancy models.
Decouples software delivery into specialized concurrent agent roles: an Architect for requirements modeling and blueprint verification, a Builder for SuiteScript 2.1 and API transforms, and an independent QA Auditor for compliance and regression defense.
Automated agent pipelines directly integrated into enterprise trackers (Jira, ClickUp, Freshservice). Ingests incidents, parses execution logs, reproduces issues across multi-thousand-file codebases, and prepares verified pull requests.
Dispatches concurrent worker agents into isolated Git worktrees governed by structured task DAGs. Multiple complex integrations, data migrations, and script upgrades progress simultaneously without repository lock or merge collision.
Autonomous release pipelines enforce mandatory multi-tier verification before promotion. Every SuiteScript candidate executes automated unit tests, dry-run balance checks, and SDF dependency validations before production sign-off.
System boundarySuiteScript 2.x / SuiteFlow / Celigo iPaaS / REST APIs / Shopify / Multi-subsidiary
System boundarySuiteScript 2.x / Suitelets / MapReduce / UserEvent / SuiteFlow
System boundaryPython / Flask / PostgreSQL / Redis / Celery / React / TypeScript
Direct architectural parameters, governance ceilings, and protocols across flagship platforms.
| Specification Parameter | Nidecker Group | Rare Beauty | Capital Brands | EKW-SPHERE |
|---|---|---|---|---|
| Architecture Pattern | SuiteScript 2.1 SDF CoreMulti-subsidiary global ERP with dynamic pricing engine | Event-Driven iPaaSDecoupled Shopify Plus to NetSuite order orchestration | Hybrid Batch/UI GridHigh-volume MapReduce jobs paired with 95+ Suitelets | Distributed Event LoopHigh-performance Python/React transaction gateway |
| Codebase Scale | 1,248 script files14 international subsidiaries, custom financial engines | 896 script files4 3PL warehouse integrations, order routing pipelines | 697+ custom files95 interactive Suitelets, 35 MapReduce engines | 50,000+ LoCFull-stack multi-tenant reconciliation SaaS |
| Integration Protocols | Celigo, Shopify, 3PL EDIREST Web Services, SOAP, EDI 850/855/856 | Celigo, Shopify Plus, 4x 3PLsRESTlets, Webhooks, Carrier APIs (DHL, FedEx) | Celigo, SPS Commerce, EDIREST, ODBC, AS2, SFTP batch sync | Celigo, REST Webhooks, WMS APIBi-directional REST, OAuth 2.0, Webhook mesh |
| Peak Throughput | Sub-second PricingReal-time landed cost calculation on multi-currency catalogs | 50,000+ Daily OrdersZero record locking during high-velocity flash drops | 35 Concurrent QueuesMassive asynchronous batch financial reconciliation | 3,600+ RPSSub-50ms latency on transaction matching pipeline |
| Ledger & Inventory Parity | Landed Cost ParityReal-time multi-currency tax & margin reconciliation | Zero-Oversell AllocationAtomic pre-order reservations across 4 3PL nodes | SOX Close ComplianceAutomated RMA credit and vendor chargeback audits | Continuous Audit VaultAutomated discrepancy detection before accounting close |
| Engineering Role | Sole / Lead ArchitectRequirements discovery to global production cutover | Lead NetSuite ArchitectOmnichannel fulfillment & 3PL logistics architecture | Enterprise NetSuite ArchitectWarehouse operations & asynchronous batch engineering | Lead Systems ArchitectFull-stack SaaS architecture and high-scale ingestion |
Specialized toolsets across NetSuite ERP, integration middleware, logistics, and engineering.
Industry credentials, vendor certifications, and academic engineering honors.
Highest tier of technical mastery on the Celigo iPaaS platform.
Architecting high-volume integration flows, error management, and data transformations.
Certified Financial Associate, BI & Reporting Associate, and AI Foundations Associate.
Cloud architecture, machine learning concepts, and AI workloads on Oracle Cloud.
Core NetSuite ERP platform configuration, security, user administration, and financial workflows.
Top 5 in Class (Excellence Awardee), Best Thesis in Computer Engineering, Debate Champion.
Whether you are evaluating a NetSuite implementation, resolving high-volume 3PL bottlenecks, or architecting multi-subsidiary integrations - let's talk.