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Dave Kerr · hackerrdave

Platforms that grow.

Platform engineer with 10+ years building production-critical fintech infrastructure. Trained as a structural engineer (bridges before backends). Now focused on AI-native developer platforms.

01 · Roots

Bridges before backends.

I started in steel and concrete. Five years designing bridges in Philadelphia and New York taught me how forces actually flow, and that the most elegant structures are the ones where every member is doing real work.

Those reflexes still shape how I look at software: hidden load paths, failure modes you can't fully test, redundancy designed in for a system that has to outlive its designer.

Structural Engineer · Dewberry Engineers 2011–2014

67 Bridges in the Bronx

Inspection, load rating, and rehabilitation design for 67 bridge structures across the Bronx. The kind of unglamorous, load-bearing work that keeps a city moving.

  • AASHTO LRFD
  • Steel & concrete design
  • Load rating
  • Rehab
02 · Trunk

Platforms underneath.

A decade in fintech across Haven Life, Galileo Health, NYDIG, Engineers Gate, Orum.io (acquired by Stripe), and now OnePay. The work that holds everything else up: developer experience, infrastructure, the unglamorous tooling that lets a team ship ten times faster.

The shape of the work changed from company to company. DevTools at Haven Life, observability and cost work at Galileo, AWS Organizations and CDKTF rollouts at NYDIG, autoscaling for quants at Engineers Gate, API gateway and SOC II at Orum. The through-line was always the same: make the next engineer's job tractable.

At OnePay that translates to platform engineering at a much larger scale: on-call for production payments across an engineering org of 200+, and a database re-encryption system that migrated billions of records to a new schema, cutting AWS KMS costs by over 95% and latency by up to 90% along the way.

Selected work · trunk

Senior Software Engineer · Orum.io (acquired by Stripe) 2023–2024

API Gateway Migration: AWS to Traefik

Migrated Orum's public API gateway off AWS API Gateway to Traefik. Cut p95 latency by more than 50% and reclaimed full control over routing, validation, and auth.

  • Go
  • Traefik
  • AWS
  • Terraform
  • OpenAPI
Lead DevOps Engineer · NYDIG 2022–2023

CDKTF Adoption at NYDIG

Researched, prototyped, and rolled out CDK for Terraform across product engineering teams. Turned copy-paste HCL into a typed library of reusable infrastructure constructs.

  • TypeScript
  • CDKTF
  • Terraform
  • AWS
03 · Canopy

AI-native, agent-shaped.

At OnePay I built and scaled the internal AI developer platform to 300 users (engineers and non-engineers), owning roadmap, adoption, and the docs that turn curiosity into capability.

I'm building for a world where the second user of every system is a model: where docs are read by agents, where APIs are called by autonomous loops, where structure matters because the reader is no longer just human.

This site is built that way on purpose: semantic HTML, a permissive crawler policy, a machine-readable /llms.txt index, structured data on every page. Splashy for humans; legible for the agents that show up next.

Selected work · canopy

Senior Platform Engineer · OnePay 2025–present

Internal AI Developer Platform

Built and scaled the internal AI platform at OnePay to 300 users across engineering and non-engineering teams. Owned the roadmap and drove adoption through self-service tooling and docs.

  • TypeScript
  • AWS
  • Kafka
  • k8s
  • LLM tooling
Senior Platform Engineer · OnePay 2025–2026

Database Re-encryption at Scale

Migrated billions of records across hundreds of tables to a new encryption schema. Cut AWS KMS costs by >95% and latency by up to 90%.

  • TypeScript
  • AWS KMS
  • Postgres
  • Terraform

The whole arc

From load paths to language models.

  1. OnePay

    Senior Platform Engineer · Aug 2025 – Present · Remote

    • Built and scaled an internal AI developer platform to 300 users across engineering and non-engineering teams
    • Built a database re-encryption system migrating 100s of tables and billions of records, cutting KMS cost by >95% and latency by up to 90%
    • On-call for production incidents across an org of 200+ engineers
  2. Orum.io Acquired by Stripe

    Senior Platform Engineer · Sep 2023 – Aug 2025 · Remote

    • Owned platform deliverables for SOC II compliance: vulnerability patching, system design docs, network architecture
    • Migrated public API gateway from AWS API Gateway to Traefik, dropping p95 latency by over 50%
    • Integrated OpenAPI codegen for spec-based request validation across core microservices
  3. Engineers Gate

    Systems Engineer · Jun 2023 – Sep 2023 · New York, NY

    • Designed cost-efficient autoscaling compute on AWS for equities alpha generation and quant model execution
    • Provisioned isolated cloud sandboxes for quant researchers
  4. NYDIG

    Lead DevOps Engineer · Jun 2021 – May 2023 · New York, NY

    • DevOps SME for product engineering across AWS, Terraform, CDKTF
    • Led migration from a legacy AWS account to a new AWS Organization with minimal downtime
    • Researched and rolled out CDK for Terraform across product teams
  5. Galileo Health

    Senior Site Reliability Engineer · Apr 2019 – Jun 2021 · New York, NY

    • Instrumented observability across the core Python API and AWS Lambda fleet
    • Architecture refactors to materially reduce AWS spend
    • Built a Vendor Data Transfer service on AWS Step Functions
    • Wrote an HL7 CCD-A parser/generator for healthcare interoperability
  6. Haven Life

    Senior Software Engineer · DevTools Lead · Aug 2015 – Mar 2019 · New York, NY

    • Lead Developer, DevTools (2018–2019): owned source control, release cycles, self-hosted GitLab
    • Transitioned dev teams to container-based dev/deploy
    • Spearheaded automated SAST security scanning in GitLab pipelines
    • Lead Developer, New Products (2015–2017): concept → production in 4 months
  7. Library For All & Plyfe

    Software Developer · Aug 2014 – Aug 2015 · New York, NY

    • First full-stack web roles, working in Ruby, Rails, and JavaScript
  8. Dewberry Engineers

    Structural Engineer · 2011 – Apr 2014 · New York, NY

    • Designed and analyzed bridge structures across NYC, including 67 bridges in the Bronx
    • Inspections, load ratings, rehab design for aging infrastructure
  9. Alfred Benesch & Company

    Structural Engineer · Sep 2009 – 2011 · Allentown, PA

    • Designed bridges over the Schuylkill River in Philadelphia
    • Steel and concrete superstructure design, deck rehabilitation
  10. Lehigh University

    B.S. Civil Engineering · Aug 2005 – May 2009 · Bethlehem, PA

    • Civil engineering with a structural emphasis

Let's build

dave@hackerrdave.com