David Plappert

Case studies

Production work for revenue-critical systems.

Anonymized accounts of past engagements. Each one is real; names are removed for confidentiality.

Case 01

$500M/year in healthcare payments on AWS serverless

Sector:
Government / Healthcare
Engagement:
10 years, full ownership
Scale:
Multi-state exchange

The challenge

State-based healthcare insurance exchanges process hundreds of millions of dollars in payments annually with regulatory enrollment deadlines that cannot move. Transitioning off the federal exchange platform required production-grade AWS infrastructure that did not yet exist at this scale of insurance commerce.

The approach

Architected and operated AWS serverless infrastructure across multiple state exchanges. Led the migration that holds the record for the fastest state-based exchange transition off FedHub. Built and maintained 300+ automated jobs for HIPAA- and SOC 2-compliant reporting. Led SOC 2 certification and annual audit processes across state clients.

The result

  • → $500M+ per year in payments processed on AWS
  • → Fastest state-based exchange off FedHub on record
  • → $1M annual contract expansion from data warehouse build
  • → $2M annual contract expansion from automation framework
  • → Two AWS City on a Cloud awards earned for this work (2016, 2018)

Case 02

Sole technical owner of a Fortune 100 vendor relationship

Sector:
Industrial / Heavy equipment
Engagement:
Ongoing contractor
Scale:
Eight-figure annual vendor contract

The challenge

A Fortune 100 client buying a high-revenue commerce platform from a third-party vendor needed senior AWS gatekeeping on the buy-side. The vendor shipped monthly AWS infrastructure releases. The client's internal AWS team was capacity-constrained and had never covered the platform.

The approach

Sole senior technical resource on an eight-figure annual vendor relationship. Gatekeeping of every monthly vendor release, typically identifying several remediation items before production-ready status. Architecture for approximately thirty downstream consumer systems off the platform. Built data ingestion pipeline into Snowflake. Delivered load and functional test suite producing first-time ECS sizing precision — enabling accurate infrastructure budget planning.

The result

  • → Eight-figure vendor relationship under senior technical oversight
  • → Zero production incidents attributable to ungated vendor releases
  • → First-time infrastructure cost predictability via load testing precision
  • → Identified by client leadership as Principal Architect successor candidate

Case 03

Adaptive video streaming on AWS at national broadcaster scale

Sector:
Media / Broadcasting
Engagement:
Senior cloud engineering
Scale:
National audience

The challenge

A national public broadcaster needed AWS-based video streaming infrastructure with adaptive bandwidth that worked across viewer connection speeds — without sacrificing the uptime guarantees viewers and partners expected.

The approach

Built and managed AWS-based RTMP video streaming platform with full reliability and observability ownership. Implemented adaptive bandwidth modulation. Managed development team of two direct reports.

The result

  • → 99.9% uptime sustained over the engagement
  • → 158% increase in viewer watch time after adaptive bandwidth deployment
  • → Platform handled national-scale concurrent viewing

Have a similar challenge?

Let's talk about whether I'm the right fit.

Book a call