Platform Architecture & Modernization

From legacy systems to AI-ready platforms

I help enterprises escape Salesforce constraints and modernize their architecture—without burning down the house. Strategic advisory for teams navigating complex migrations.

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15+
Years Experience
17
Salesforce Certifications
$1B+
Platform Value Managed
<30s
AI Decisioning Achieved

The Challenge

Your platform is holding you back

Growing companies hit a wall when their Salesforce monolith can't keep up with modern demands.

Governor Limits & Constraints

Hitting API limits, async constraints, and platform boundaries that throttle your growth and innovation velocity.

Integration Complexity

Brittle point-to-point integrations that break under load and make every change a high-risk operation.

AI/ML Readiness Gap

Legacy architecture that can't support real-time decisioning, ML pipelines, or the AI capabilities your competitors are deploying.

Services

Strategic advisory for every stage

Whether you're evaluating options or mid-migration, I provide the architectural expertise to move with confidence.

Assessment

Migration Readiness

A comprehensive analysis of your current architecture, technical debt, and organizational readiness for modernization.

  • Current state architecture review
  • Technical debt inventory
  • Risk assessment & mitigation plan
  • Go/no-go recommendation

Strategy

Architecture & Roadmap

A detailed blueprint for your target state architecture with a phased migration plan aligned to business priorities.

  • Target state design
  • Domain decomposition strategy
  • Integration patterns & API governance
  • Build vs. buy recommendations

Ongoing

Fractional Technical Leadership

Embedded advisory to guide your team through execution—architecture reviews, vendor evaluation, and technical coaching.

  • Weekly architecture office hours
  • Design review & approval
  • Vendor & tool selection
  • Team capability building

About

Practitioner, not just advisor

I'm not theorizing from the sidelines. I currently lead platform modernization at a $1B+ fintech—migrating from Salesforce monolith to microservices architecture while managing a 30+ person engineering organization.

This means the patterns I recommend are battle-tested in production, not just diagrams on a whiteboard.

Principal Technical Architect
Salesforce Certification
Days → 30 Seconds
Underwriting Decision Time
5 → 20 Engineers
Team Scaling Led

Insights

From the trenches

Lessons learned from real-world platform modernization—no theory, just practical insights from production systems.

Architecture Coming Soon

The Strangler Fig Pattern: Migrating from Salesforce Without the Big Bang

How to incrementally decompose a Salesforce monolith while keeping the business running—and your team sane.

Coming Soon
AI/ML Coming Soon

From Days to 30 Seconds: Building AI-Powered Underwriting

The architectural decisions behind reducing underwriting decisions from days to under a minute with ML pipelines.

Coming Soon
Leadership Coming Soon

Scaling Engineering Teams During a Platform Migration

What I learned growing a team from 5 to 32 engineers while simultaneously modernizing our tech stack.

Coming Soon

Ready to modernize?

Let's discuss your architecture challenges and whether I can help. No pitch—just a focused conversation about your situation.

Schedule a Conversation