Experience

Where privacy compliance meets MarTech engineering

From consent governance and tag management infrastructure to Adobe architecture, data pipelines, and revenue measurement, a look at 18 years of hands-on technical work.

Professional Experience

Co-Founder, Board Member, Consultant, & Chief Product Officer

Sentinel Insights, Inc.

January 2021 - February 2026

Remote

Enterprise architect and product leader for a real-time platform focused on consent monitoring, data quality, and implementation validation.

  • Served as Enterprise Architect and technical lead, owning architectural plans, delivery estimation, and resource allocation for a real-time multi-tenant data quality and consent monitoring platform.
  • Designed migration planning and validation across TMS, analytics, and CDP platforms, helping customers complete 4 major technology migrations while increasing reporting accuracy and saving 1,000+ hours of QA effort.
  • Led Adobe Experience Platform implementations for enterprise customers, delivering XDM schema design, Identity Namespaces, dataset configuration, and Web SDK / Edge Network instrumentation to stand up Real-Time Customer Profile and audience segmentation for activation.
  • Architected and delivered Customer Journey Analytics rollouts, building connections, data views, and derived fields with cross-channel stitching across Adobe Experience Platform datasets to enable self-service reporting in Analysis Workspace.
  • Implemented Adobe Target activities for customers using custom JavaScript and the Visual Experience Composer (VEC), configuring audience segmentation logic, and validating success metric setup to ensure each test measured against hypotheses.
  • Partnered with enterprise customers to translate business objectives into measurement architectures, schema designs, and monitoring views that delivered self-service visibility and prevented wasted media and technology spend.
  • Acted as the technical solution architect in customer pitches and as a trusted advisor on implementation strategy, debugging, and long-term data architecture for technical, marketing, and C-suite stakeholders.

Digital Marketing Architect & Strategist

TD Ameritrade / Charles Schwab

August 2019 - September 2021

Remote

Led enterprise MarTech architecture spanning privacy, consent, data layers, and measurement strategy during a large-scale compliance and platform rollout.

  • Spearheaded architecture and delivery of an enterprise-scale data layer, Tealium TMS, and OneTrust CMP rollout across 1,000+ properties in under 6 months, defining scope, estimates, resource plan, and timelines, and leading a cross-functional delivery team across legal, privacy, marketing, and engineering.
  • Implemented Adobe Target alongside the enterprise Tealium and consent rollout, defining at.js delivery, audience qualification, and A/B testing patterns, and coding test offers in custom JavaScript and the Visual Experience Composer (VEC) to preserve personalization capability under GDPR/CCPA consent constraints.
  • Translated regulatory and business requirements (GDPR, CCPA) into a compliant data collection strategy that preserved visibility into marketing spend, ROI, and core KPIs.
  • Designed a reusable enterprise data layer specification adopted across teams and platforms to unify tracking requirements, implementation patterns, and reporting outputs.
  • Pioneered a patented system for cross-channel user identification, display impression sequencing, and media attribution, enabling more precise audience targeting, smarter ad spend allocation, and improved downstream conversion measurement.
  • Supported Adobe Analytics and Adobe Audience Manager implementation and activation, including report suite strategy, server-side forwarding, ID sync, segments, destinations, and consent-aware QA.

Director of Innovation / Tag Management Practice Lead / Senior Consultant

Stratigent LLC / Ebiquity, PLC

June 2008 - July 2019

Remote

Built and led enterprise analytics, tag management, experimentation, and measurement programs across Fortune 100-1000 organizations.

  • Architected and deployed 50+ digital analytics, tag management, A/B testing, and personalization implementations for Fortune 100-1,000+ clients across Adobe Experience Cloud, Google Marketing Platform, major TMS vendors, and server-side collection environments.
  • Served as Adobe Experience Cloud SME across 15+ enterprise engagements, leading discovery, requirements gathering, technical architecture, deployment, validation, and activation across Adobe Analytics, Adobe Launch, Adobe Target, and Adobe Audience Manager.
  • Led implementation and delivery teams across customers, platforms, and regions; set best practices for analytics architecture, implementation, debugging, and QA across the Adobe Experience Cloud.
  • Worked with 50+ Fortune 100-1000 customers across industries to define measurement strategy, technical architecture, roadmaps, and implementation plans aligned to documented business objectives.
  • Facilitated requirements workshops and training sessions with business and technical teams, turning stakeholder needs into scalable architectural plans and adoption strategies.
  • Created and implemented measurement frameworks focused on revenue measurement and campaign attribution, enabling clients to quantify the impact of digital marketing investment across channels.
  • Partnered with software vendors (including Adobe) to identify product issues, support pre-sales efforts, and influence roadmap decisions based on enterprise implementation needs.
  • Mentored junior team members on data collection design, debugging, implementation, and QA.
  • Advanced through six progressive roles over 11 years, from Analyst to Director of Innovation, consistently recognized for technical expertise, delivery, leadership, and customer satisfaction.

Adobe Tooling

Hands-on across the Adobe Experience Cloud stack

A focused view of the Adobe platforms used in enterprise analytics, personalization, data collection, audience activation, and experience delivery work.

Adobe Analytics

15+ years architecting, implementing, administering, and debugging custom enterprise analytics across web, mobile, and TV for Fortune 100-1000 customers across ecommerce, hospitality, automotive, CPG, and healthcare. Hands-on depth across eVars/props/events, processing rules, classifications (SAINT), calculated metrics, segments, virtual report suites, marketing channels, Analysis Workspace, Data Feeds, Data Warehouse, and implementation via AppMeasurement, Web SDK, and the Adobe Mobile SDK. Adobe Analytics Implementation Expert certified.

Adobe Target

12+ years architecting Target across web, SPA, mobile, and server-side environments with mbox.js, at.js 1.x/2.x, Web SDK, VEC/Form-Based Experience Composer, Node.js SDK, and custom JavaScript; A/B testing, MVT, Experience Targeting, Automated Personalization, Recommendations, audiences, profile scripts, response tokens, offer QA, and A4T.

Adobe Launch / Tags

8+ years architecting and rolling out Launch (now Tags / Data Collection), including 200+ property deployments built on rules, data elements, extensions, and custom code with managed libraries, environments, and publishing workflows, integrated with Adobe Experience Manager, Adobe Experience Platform, Adobe Analytics, Adobe Target, CJA, and popular consent management platforms. Implemented data collection and Adobe Client Data Layer (ACDL) instrumentation across web and mobile, plus server-side Event Forwarding and the Web SDK extension.

Adobe Experience Platform

4+ years designing XDM schemas/field groups, identity namespaces, datasets, datastreams, Web SDK / Edge Network instrumentation, Real-Time Customer Profile enablement, audiences/segments, consent-aware collection, ERDs, QA/debugging, and AEP migration patterns.

Adobe Audience Manager

6+ years implementing audience strategy and activation using signals, traits, segments, data sources, destinations, profile merge rules, ID sync, Analytics server-side forwarding, and enterprise media/personalization integrations.

Adobe Experience Manager

3+ years planning AEM Sites architecture and instrumentation across Adobe Client Data Layer, Tags, Analytics, Target, Web SDK, AEP, and personalization/data collection governance.

Customer Journey Analytics

1+ years implementing AEP-aligned journey/campaign architecture support: event schemas, audiences, decisioning readiness, consent, and Web SDK/Profile/Analytics-CJA integration patterns.

Adobe Certifications
Adobe Analytics Implementation ExpertAdobe Analytics Processing RulesAdobe Target Business Practitioner

Technical Skills

Tools, platforms, and systems used in practice.

A grouped view of the stack across AI tooling, analytics engineering, privacy operations, cloud infrastructure, and enterprise MarTech implementation.

AI Tooling & Platforms
ChatGPT (Chat, Codex, API)
Claude (Code, Cowork, API, Agent SDK, Design)
Cursor
Gemini (AI Studio, Firebase, Antigravity, Stitch)
n8n
Programming Languages
JavaScript/Node.js (Next.js, jQuery)
TypeScript
HTML
CSS
JSON
XML
SQL
Data Infrastructure
ClickHouse
Data Layer Architecture
ETL Pipeline Design
Snowflake
MongoDB
MarTech Platforms (Analytics, CDP, Personalization, etc.)
Adobe Experience Cloud (Analytics, Audience Manager, Customer Journey Analytics, Experience Manager, Experience Platform, Journey Optimizer, Launch/Tags, Target, Web SDK)
Amplitude
Google Marketing Platform (BigQuery, GA4, Search Ads)
HubSpot
Meta
Reddit
TikTok
Twilio (Segment)
Tag Management Systems (TMS)
Adobe Launch
Tealium (TiQ, AudienceStream, EventStream, Data Access, Predict, Moments API, Mobile App Measurement)
Ensighten/Cheq
Google Tag Manager (Website, Server-Side, Mobile App)
Privacy & Compliance
Consent Management Platforms (OneTrust, TrustArc, Transcend, Ketch, Osano, CookieYes)
GDPR
CCPA
DSAR Processing
ATT
HIPAA
Visualization & Reporting
Google Looker Studio
Tableau
DevOps
IaC (Terraform/Tofu)
Kubernetes
GitHub
GitHub Actions
KEDA
Docker
Cloud (AWS)
S3
Lambda
DynamoDB
SQS
SNS
EC2
API Gateway
Apache Airflow
Firehose
Kinesis
RESTful APIs
CloudFront
IAM
Secrets Manager
Route53
EKS
Lightsail
CloudWatch
CloudTrail
ELB
VPC
ElastiCache
WAF

Patents

Patents born from real implementation work

Facilitating Inter-System Data Transfer with Serialized Data Objects

Patent Nos. #12423365, #12071296, #11767154

GrantedSeptember 2025
Systems, Methods, and Storage Media for Verifying Data

Application #20230409558

FiledDecember 2023
System and Method for Validating Data

Patent No. #11379776

GrantedMarch 2021

Volunteering & Community

Service outside of day-to-day work

Break Through

June 2026 - Ongoing

To empower individuals in the criminal legal system to achieve their highest potential through in-prison education, community reintegration, and professional development, breaking barriers and building skills for lifelong transformation.

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Kokua Harvest

January 2026 - Present

Prevented food waste by harvesting fruit and delivering fresh produce to community members experiencing food shortages.

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The Mankind Project

August 2024 - Present

Staffer for a global nonprofit supporting men's growth through peer-led workshops on self-awareness, accountability, and leadership.

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Comeback Yoga

March 2018 - March 2020

Guided mindfulness and yoga instruction for veterans to relieve stress and build resilience.

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The Gathering Place

January 2017 - March 2020

Daytime shelter providing a safe and engaging environment for women and their children.

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