open source contributor
Reliability fixes and developer-experience improvements across Velero, Ray, Kubeflow, Kubernetes SIGs, MCP tooling, and other production-scale ecosystems.
OPEN TO WORK
~ whoami
I'm an AI engineer building autonomous systems, agent infrastructure, and developer tools that stay observable.
▸ building SCOUT — memory that learns when to remember
GitHub activity
Daily GitHub contributions for shivamsingh-007. The visual grid is arranged by week from Sunday through Saturday.
$ cat experience.log
independent ai systems engineer
Designed SCOUT, NEXUS, SHARP, VERITAS, and related systems for agent memory, multi-agent coordination, verification, evaluation, and safe execution.
product & infrastructure builder
Turn experimental ideas into responsive product surfaces, observable services, repeatable deployments, and technical case studies that explain the trade-offs.
$ cat contributions.md
//
$ cat why-hire-me.md
I like difficult systems work: the point where a model demo needs explicit state, recovery paths, evidence, and a product surface people can actually use.
I learn quickly, ask precise questions when I am stuck, and keep the work inspectable. My goal is simple—show up, do good engineering, and leave the system easier to trust.
And I care about the last ten percent: naming, documentation, responsive behavior, and the awkward failure cases that decide whether software feels finished.
$ cat hire.me