Engineering capabilities / Project & stack sheet
Zac Peterson
Cloud · AI · Software
zac@zacp.xyz · San Francisco, CA
linkedin.com/in/zacpete/ · zacp.xyz
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Approach
My work connects cloud-native platforms, machine learning delivery, and application engineering. I care about the seams: how code reaches production, how a model becomes a service, and how a team understands what its systems are doing.
Understand the constraint. Build the smallest durable solution. Measure what changed. Leave the team with a system they can own.
Technical capabilities
Cloud & platform engineering
A reliable foundation that helps your team ship—not another platform to babysit.
AWS · Google Cloud · Kubernetes · Terraform · Helm · Argo CD · Flux · Prometheus · Grafana · OpenTelemetry
AI infrastructure & MLOps
Move from an interesting model to a system people can depend on.
Python · Kubernetes · MLflow · Kubeflow · Airflow · Ray · PyTorch · GCP · AWS · Postgres
Software & systems delivery
Close the gap between the architecture and the working product.
Go · Python · TypeScript · Node.js · PostgreSQL · REST APIs · CI/CD · OpenTelemetry
Project themes & stacks
Cloud-native platforms
Reproducible environments and a dependable path from code to production.
Kubernetes · Terraform · AWS · Google Cloud · Argo CD
Machine learning delivery
Connecting experiments, data pipelines, model artifacts, and serving infrastructure.
Inference & evaluation
Understanding model serving through latency, throughput, quality, and resource use.
Engineering automation
Turning repeated work into bounded, reviewable, observable execution.
TypeScript · Node.js · Python · CI/CD
APIs & data pipelines
Clear service interfaces and reliable movement of data between systems.
Go · Python · TypeScript · PostgreSQL · Snowflake
Observable operations
Connecting a user-visible problem to the services and resources behind it.
OpenTelemetry · Prometheus · Grafana · Kubernetes
Ways to work together
Focused consulting, hands-on contracts, and engineering opportunities. Share the technical challenge, scope, and timing.