01
Observe
Metrics, logs, traces, golden signals and service-level indicators shaped around the questions operators actually need answered.
Site Reliability Engineer · 24/7 MINDSET
Keep the
signal alive.
I design calm, observable platforms that stay dependable under pressure, from service-level objectives and graceful failure to incident command and the hardening work that follows.
SIGNAL / 00:00:01
ALL SYSTEMS NOMINALLY BORING
01 / ENGINEERING SURFACE
Reliability is a feature.
My toolkit is less about collecting technologies and more about making failure visible, recoverable, and uneventful.
02
Automate
Infrastructure as code, safe delivery pipelines, repeatable runbooks and self-healing paths that reduce human toil.
03
Recover
Game days, failure injection, incident command and blameless learning loops that turn outages into stronger systems.
02 / SIGNAL METRICS
Quiet systems. Loud evidence.
99.98availability target · %
42services hardened
68% toil reduced
11min incident MTTR
SLOs · ERROR BUDGETS · TRACE CONTEXT · CAPACITY · BLAMELESSNESS ·
03 / OPERATING HISTORY
Built for the moment after “uh-oh.”
Lead SRE · Atlas Commerce
Introduced service ownership, SLO reviews and production-readiness gates across a multi-region commerce platform. Reframed reliability from an operations concern into an engineering product.
Senior Platform Engineer · Northstar Cloud
Built Kubernetes platform primitives, deployment guardrails and observability foundations for product teams shipping at high frequency.
Systems Engineer · Meridian Labs
Automated Linux fleet operations, capacity planning and incident workflows while partnering with developers on production performance.
04 / SELECTED WORK
Resilience, made visible.
01 · PLATFORM
Golden Path Delivery
A paved deployment route with progressive delivery, automatic rollback signals and production-readiness checks, so teams move fast without guessing.
02 · INCIDENTS
War Room to Learning Loop
Rebuilt incident response around clear command roles, decision logs and blameless follow-through.
03 · CAPACITY
Forecast the Peak
Connected demand signals to capacity planning so scaling decisions happen before the graph turns red.
05 / OPEN CHANNEL
Let's make failure boring.
Available for SRE leadership, platform reliability work, observability strategy and incident-readiness engagements.
✉ ishaan@signalafterglow.example
☎ +91 20 4155 0143
◈ Pune, India