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selected engagements

Building growth systems for AI, lifecycle, and customer experience teams.

A look into the product launches, lifecycle revamps, and automation programs I have led—combining positioning, revenue ops, and cross-functional execution.

Data Engineering

Grid Iron Mind - NFL Data Lake

Built a high-performance NFL data platform from scratch, managing 528K+ records across 12 tables with AI-powered insights and sub-200ms response times.

Designed 12-table database schema managing 1.25GB of NFL data

Achieved 87% cache hit rate with 20x speed improvement

Built automated data pipeline with 98.7% sync success rate

528K+

Data Records

47ms

Avg Response

87%

Cache Hit Rate

AI Product Launch

SaaS Platform Go-to-Market

Positioned an AI analytics startup and orchestrated a multi-channel launch that drove 300% user growth and $2.5M ARR in six months.

Defined ROI-centric positioning for mid-market buyers

Launched coordinated product, lifecycle, and sales motions

Built attribution and feedback loops to scale the playbook

+300%

User Growth

$2.5M

ARR in 6 Months

85%

Trial → Paid

Lifecycle Marketing

E-commerce Automation

Reversed declining conversion with an automation-led lifecycle system that lifted revenue 180% and retention 65% for a DTC portfolio.

Segmented lifecycle and triggered dynamic product flows

Introduced experimentation muscle across key journeys

Tied retention programs directly to revenue reporting

+180%

Revenue Lift

+65%

Retention

40%

CAC Reduction

Automation Ops

Marketing Workflow Automation

Eliminated 70% of manual work for a B2B marketing team by unifying CRM, automation, and AI-powered lead scoring.

Mapped every workflow and prioritized automation ROI

Built intelligent lead scoring and nurture programs

Enabled real-time reporting and optimization loops

-70%

Manual Work

+40%

Lead Quality

+85%

Response Time

Customer Experience

Customer Journey Optimization

Reimagined onboarding and success for a SaaS platform, cutting churn 45% while boosting satisfaction and retention.

Unified product, marketing, and success around shared journey data

Launched segmented onboarding and proactive playbooks

Instrumented health scoring to surface expansion signals

-45%

Churn

+35%

Satisfaction

+60%

Retention

Have a growth or lifecycle challenge on deck?

I partner with teams to design go-to-market launches, automate revenue engines, and build the analytics muscle to sustain them.