• I'm Venky Chivukula — eighteen-plus years in technology, the last sixteen-plus focused specifically on Site Reliability Engineering and Production Management leadership in large, regulated enterprises. (pause)

Production Management at Enterprise Scale

• Most recently, as Senior Director of Technical Program Management at a global financial-services enterprise, I own a $50 million-plus enterprise technology transformation modernizing production delivery and reliability across 1,300+ engineering teams and 300+ production clusters. (pause)
• That transformation runs on two distinct initiatives I own end-to-end — a large-scale AWS application migration, and a separate platform-engineering build-out: an Internal Developer Platform built on a Kubernetes-as-a-Service foundation. (pause)
• Both operate under the same SRE mechanisms I established across the portfolio — SLOs/SLIs, incident response, on-call standards, error budgets — which together cut Sev-1/Sev-2 incidents by 40% while sustaining 99.99% availability.

Initiative One — Migration: Application Recovery Plans, Green Zones & Batch Management

• The first initiative was the application migration itself: I directed a multi-year migration of 2,100+ applications to a resilient AWS architecture. (pause)
• I made an application's recovery plan and its batch-processing dependency map — the chart of which application's overnight or scheduled job feeds data into which other application's job — a binding readiness gate: a mandatory checkpoint that literally blocked an application from cutting over until both were actually in place, not a checklist a team could nod along to and finish later. I called that gate a green zone — an application didn't migrate until it scored green, not on a schedule alone. (pause)
• The actual cost driver was standardizing on a small number of high-availability/disaster-recovery (HA/DR) patterns instead of letting each of the 2,100+ applications design its own custom recovery setup — those custom setups tend to run over-provisioned, since a team designing in isolation has no visibility into what the rest of the portfolio is already doing and defaults to padding in extra redundant capacity "just in case." (pause)
• The green-zone gate is what made that standardization stick — without it, a team could quietly revert to its own one-off design, and the savings would leak away wave by wave. Standardization is what actually lowered infrastructure costs 30%; the gate is simply what kept that saving from eroding at scale. (pause)
• It's exactly the migration governance this role is scoped to own: legacy-to-strategic-platform cutovers where application recovery plans, green-zone readiness criteria, and batch management workflows have to hold up under a fixed deadline.

Initiative Two — Platform Engineering: Internal Developer Platform on Kubernetes-as-a-Service

• The second initiative was a separate build, not a byproduct of the migration. (pause)
• I stood up a Kubernetes-as-a-Service offering as the underlying compute layer, then built a self-service Internal Developer Platform on top of it for those same 1,300+ engineering teams, backed by Infrastructure-as-Code (Terraform, Crossplane) instead of manual provisioning. (pause)
• That platform work is what actually cut deployment lead time from two weeks to under 45 minutes. (pause)
• It's the same platform-engineering and DevSecOps discipline — CI/CD, IaC, containerized Kubernetes standardization — this role's preferred qualifications call out directly.

Multi-Year Roadmap, Gap Analysis & Dual-Horizon Strategy

• I also own the transformation roadmap that ties both initiatives together. (pause)
• I ran a formal gap analysis between our legacy production practices and the target SRE operating model, then built the roadmap as an explicit dual-horizon plan — tactical scripting and pipeline-bottleneck fixes to protect fixed near-term deadlines on both fronts, running in parallel with the long-term architecture work each initiative still needed. (pause)
• And I evangelized it directly to C-suite and managing-director stakeholders through a small set of executive scorecards.

KPIs, Scorecards & Data-Driven Accountability

• To hold both initiatives accountable to that roadmap — the migration and the platform build-out — I built the underlying data models, adoption dashboards, and executive scorecards covering both. (pause)
• DORA metrics, migration-completion percentage, platform-adoption percentage, and cloud cost, all as one shared data model, so the number a team saw and the number an executive saw were never in tension. (pause)
• That's the same data-driven, scorecard-based accountability this role calls for in tracking migration progress, system quality, and adoption.

Automation, Agile & DevSecOps

• On the tactical side I stay hands-on across both initiatives: I write the Python and Bash scripting that bridges gaps in a still-maturing platform, and I run an Agile delivery cadence with release-readiness reviews across the portfolio. (pause)
• That's the same platform-engineering and DevSecOps toolkit — CI/CD, IaC, containerized Kubernetes standardization, cloud migration patterns — this role expects day one.

Liaison Role, Ambiguous Requirements & Federal Mission-Critical Systems

• Before that, four years as a Principal TPM at AWS and Amazon Ads — including as Region Build TPM, owning three Availability Zone launches end-to-end. (pause)
• And running cross-org production modernization for Amazon Ads SSP, where I served as the primary liaison between partner-integration teams and platform engineering, translating ambiguous, symptom-level operational problems into actionable requirements and building the continuous feedback loop that let those teams influence the roadmap. (pause)
• Earlier still, I delivered the CMS Federal Data Services Hub, a mission-critical platform on AWS GovCloud serving 16 million-plus users across seven-plus federal agencies under FedRAMP, SOC 2, and Zero Trust.

Fit

• What's consistent across all of it is the operating model this role calls for — and it's also exactly where Citi is right now. (pause)
• I've read that roughly 90% of Citi's Transformation programs remediating the 2020 Federal Reserve and OCC consent orders are now at or near target state, which means production management is shifting from 'stand up the controls' to 'run a modernized production environment against that new standard, on a regulator's timeline.' (pause)
• That's the same gated migration governance, dual-horizon roadmap, and data-driven scorecard accountability I've been running. (pause)
• And from what I understand of Citi's own platform engineering — Terraform modules and Kubernetes/Helm patterns for AWS and GCP — plus the Release On Demand platform Development Enablement has built to let engineers deploy to production frequently inside a regulated industry's guardrails, it's the same self-service, gated-deployment model I've built at my own scale.

Closing

• I'm genuinely excited about bringing this blend of enterprise-scale production management, migration governance, and regulated-environment discipline to Citi's production management portfolio — at the exact point where that discipline is what takes Transformation from '90% there' to done.