Areas of Expertise

Deep technical knowledge meets strategic product thinking

API Migration & Platform Modernization

Transform your technical infrastructure without disrupting your customers or your business momentum.

What I Do

I specialize in the high-stakes moments when your platform needs to evolve but your customers need continuity. Whether you're migrating from v1 to v2, consolidating systems after an acquisition, or re-architecting for the next phase of growth, I design and execute transitions that preserve customer trust while unlocking new capabilities.

My Approach

  • Incremental Evolution: Design migration strategies that minimize risk through phased rollouts and clear rollback procedures
  • Zero-Downtime Execution: Architect transitions that maintain full service availability throughout the migration
  • Customer-Impact Analysis: Map every change to its customer impact and sequence for minimal disruption
  • Team Coordination: Create clear communication protocols and success criteria that keep all stakeholders aligned

When to Bring Me In

You need help if you're facing legacy systems that can't scale, planning a major infrastructure upgrade, consolidating platforms after M&A, or your technical debt is preventing feature velocity.

Developer-Facing Product Strategy

Build products that developers love and adopt at scale through exceptional experience and strategic positioning.

What I Do

I help companies build and grow developer products that achieve mass adoption. From initial positioning and go-to-market strategy to product-market fit and scaling to millions of users, I bring both the technical credibility to speak with developers and the product discipline to drive sustainable growth.

My Approach

  • Developer Experience as Core Product: Treat DX not as a nice-to-have but as your primary competitive differentiator
  • Documentation as Marketing: Position clear documentation and examples as your most effective growth channel
  • Community-Driven Development: Build feedback loops that make developers feel heard and influential
  • Data-Informed Prioritization: Use behavioral data to identify what drives retention versus acquisition

When to Bring Me In

You need help if you're launching a new developer tool, struggling with developer adoption, unclear why competitors are winning, or need to scale from early adopters to mainstream.

Marketplace & Platform Systems

Design and scale multi-sided platforms that handle billions in transactions while maintaining quality and trust.

What I Do

I build the complex systems that power modern marketplaces—matching algorithms, payment flows, trust and safety, and operational infrastructure. I've scaled marketplace platforms from millions to billions in GMV by solving the unique challenges of multi-sided platforms: balancing supply and demand, maintaining quality at scale, and building the operational tools to manage complexity.

My Approach

  • Predictive Scaling: Model future infrastructure needs 12-18 months ahead to scale proactively
  • Quality at Scale: Build systems that maintain marketplace quality even as volume grows exponentially
  • Multi-Objective Optimization: Balance competing priorities (price, quality, speed) in matching and ranking
  • Operational Excellence: Create tools that let operations teams manage 10x volume with the same team size

When to Bring Me In

You need help if your marketplace is hitting infrastructure limits, experiencing quality degradation at scale, struggling with international expansion, or operations can't keep pace with growth.

Enterprise Billing & Subscription Systems

Build billing infrastructure that handles complexity at scale and grows with your business ambitions.

What I Do

I architect subscription-first billing platforms that can handle the full complexity of enterprise revenue—usage-based pricing, complex contract terms, multi-currency support, revenue recognition, and everything in between. I've built systems processing billions in enterprise revenue that give finance teams confidence and sales teams flexibility.

My Approach

  • Flexible by Design: Build systems that can accommodate new pricing models without engineering rewrites
  • Revenue Integrity: Ensure accurate revenue recognition and compliance with accounting standards
  • Enterprise-Grade Reliability: Design for zero billing errors through comprehensive testing and monitoring
  • Sales Enablement: Give sales teams the flexibility they need while maintaining operational control

When to Bring Me In

You need help if your billing system is limiting pricing innovation, manual processes can't scale, revenue leakage is a concern, or preparing for enterprise customers with complex requirements.

How I Work

01

Discovery & Assessment

I start by understanding your technical architecture, business goals, and constraints. This includes technical deep-dives, stakeholder interviews, and analysis of your current state.

02

Strategy & Roadmap

I develop a detailed execution plan that sequences changes for minimum risk and maximum business value. This includes clear milestones, success criteria, and rollback procedures.

03

Execution Support

I work alongside your team during execution, providing technical guidance, architectural review, and hands-on support for critical decision points.

04

Validation & Handoff

I ensure successful completion through comprehensive testing, team training, and documentation that enables your team to own the solution going forward.

Let's Discuss Your Technical Challenge

Whether you're planning a platform migration, building a developer product, or scaling marketplace infrastructure, I can help you execute with confidence.

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