Building & leading enterprise practices at the intersection of Cloud, Security & AI.
Engineering Leader at SADA (An Insight Company) leading cross-functional practices of 30+ engineers. I blend deep architecture in Google Cloud, SRE, and Agentic AI with strategic practice leadership: scaling talent, operationalizing delivery models, and partnering with executives to convert technology investments into measurable enterprise outcomes.
Leadership Philosophy & Operating Principles
How I lead 30+ engineers: shifting from reactive operations to autonomous pods, SRE discipline, and AI-accelerated delivery.
Autonomous High-Trust Pods
Structure cross-functional engineering pods with end-to-end ownership. Replace bureaucratic ticketing queues with automated self-service developer platforms and standardized IaC guardrails, enabling 30+ engineers to ship with velocity and autonomy.
Reliability as a Core Product
Operationalize SRE discipline across enterprise deliveries: objective SLIs/SLOs, automated self-healing, and blameless post-mortems that convert critical production incidents into permanent organizational immunity.
Applied AI & Operational Velocity
Pioneer applied agentic AI pipelines for telemetry log synthesis, automated root-cause analysis, and safe remediation runbooks — boosting practice engineering throughput by +30% and freeing engineers to solve high-value problems.
People Sponsorship & Talent Bench
Build resilient, high-retention engineering organizations by investing in deliberate sponsorship, clear engineering career ladders, and aligning individual technical aspirations directly with multi-million dollar business outcomes.
"True practice leadership is where engineering rigor meets strategic business vision: building repeatable architectures, empowering autonomous high-trust teams, and pioneering AI-driven velocity to turn complex technology challenges into durable competitive advantages."
Enterprise Practice Initiatives & Technical Blueprints
Demonstrating how technical mastery powers strategic practice vision: scaling 30+ engineers, executing 40+ client deliveries, and operationalizing agentic AI.
Agentic AI & Autonomous CloudOps Workflows
Directed engineering teams in pioneering agentic AI workflows and intelligent automation for autonomous cloud operations and self-healing systems.
Manual incident response, repetitive log analysis toil, and delayed MTTR across large-scale distributed enterprise cloud environments.
Orchestrated autonomous agent pipelines leveraging LLM tool-calling for log synthesis, automated root cause analysis (RCA), and safe remediation runbooks integrated with Prometheus & New Relic.
# Agentic Incident Triage Worker Definition
class IncidentAgent:
def __init__(self, telemetry_tools, runbook_engine):
self.tools = [telemetry_tools.query_metrics, runbook_engine.execute_remediation]
self.agent = initialize_agent(self.tools, role="Autonomous SRE Triage")
async def evaluate_alert(self, alert_context):
plan = await self.agent.reason_and_act(alert_context)
return plan.execute_verified_safe_actions()Enterprise Cloud Platform Modernization & 100+ Workload Migration
Led platform architecture and delivery teams migrating 100+ mission-critical enterprise workloads to modern Google Cloud infrastructure.
Zero-Trust Cloud Security & $250K+ Enterprise FinOps
Spearheaded cloud security posture management and financial operations across complex multi-cloud enterprise footprints.
Practice Leadership, Org Scaling & 98% On-Time Enterprise Delivery
Built and directed cross-functional Platform, Security, and SRE practices to 30+ engineers, executing 40+ client deliverables with 98% on-time success.
Work Experience & Leadership Milestones
Manager — Platform Engineering & Security
- ❯Lead Platform Engineering, Cloud Security, and SRE strategy for a 30+ member team, delivering 40+ enterprise client projects with 98% on-time success.
- ❯Spearhead cloud-native platform architectures, zero-trust security frameworks, and compliance guardrails across multi-cloud environments.
- ❯Boosted engineering throughput by 30% through AI adoption and reusable platform automation templates, eliminating operational toil.
- ❯Drove GCP modernization initiatives, improving scalability, resiliency, and system availability by ~40% through SRE-aligned observability.
- ❯Enabled $250K+ in direct cloud savings via architecture reviews, FinOps governance, and platform tooling optimization.
- ❯Built and scaled a high-performing engineering org by mentoring technical leads and aligning career growth with business objectives.
Enterprise Cloud Architect, SRE
- ❯Architected and delivered scalable, highly available GCP architectures for 12+ enterprise clients, boosting application performance by 35%.
- ❯Migrated 100+ workloads to Google Cloud, reducing client infrastructure operational costs by ~40% through right-sizing and automation.
- ❯Led technical pre-sales for 10+ major clients, influencing $500K+ in active pipeline by tailoring reliable multi-cloud solutions.
- ❯Advised executive C-level stakeholders on cloud modernization, driving $2M+ in transformation contracts.
Senior Cloud Platform Engineer, SRE
- ❯Accelerated product delivery cycles by 50% through standardized environment provisioning, automated CI/CD, and IaC templates.
- ❯Increased system reliability by 35% by embedding SRE principles: SLIs/SLOs, proactive observability, and automated self-healing.
- ❯Empowered 5+ cross-functional teams with scalable platform playbooks to ensure operational consistency.
Lead Cloud Support Engineer | Incident Manager
- ❯Led resolution of high-severity P1/P2 incidents with MTTR under 2 hours, maintaining 95%+ SLA compliance.
- ❯Increased customer satisfaction (NPS) by 22% YoY through automated support workflows and customer self-service tools.
- ❯Constructed onboarding playbooks and engineering knowledge bases, reducing new hire ramp-up time by 40%.
Cloud & IT Operations Manager
- ❯Modernized legacy infrastructure to GCP and cloud platforms, boosting institutional system efficiency by 50%.
- ❯Reduced IT ticket volume by 35% through proactive telemetry monitoring and automated preventive patching.
- ❯Executed Google Workspace implementation across 300+ staff and users, ensuring high uptime and seamless collaboration.
Academic Background & National Honor
- ❯Master in Computer Applications (MCA) — APJ Abdul Kalam Technical University (First Division, 2013–2015).
- ❯Bachelor in Computer Applications (BCA) — CSJM University / UIET (First Division, 2008–2011).
- ❯Awarded LIC Golden Jubilee Scholarship Award — Selected among top 10 recipients nationwide for graduate studies.
Leadership, Cloud Architecture & AI
From organizational design and FinOps to zero-trust cloud infrastructure and applied agentic workflows.
Structured & scaled 30+ member engineering org across Platform, Security & SRE pods with 98% on-time delivery
Trusted advisor to enterprise CTOs and VPs on cloud modernization roadmaps, driving $2M+ in pipeline & contracts
Led multi-cloud enterprise RFP pitches and solution architectures influencing $500K+ in direct new client wins
Built governance frameworks unlocking $250K+ in direct cloud savings via architectural rightsizing and FinOps
Dual-Certified Professional Cloud Architect & Cloud Security Engineer leading multi-region enterprise foundations
Production Kubernetes platforms, cluster autoscaling, multi-tenant isolation, and Service Mesh
IAM least-privilege automation, posture management, SOC2/ISO audit guardrails, and cryptographic controls
Standardized, reusable infrastructure blueprints accelerating client onboarding and environment parity
Directed pioneering autonomous agent pipelines for automated incident triage, log synthesis, and self-healing
Lifted practice engineering velocity by +30% by eliminating repetitive toil via intelligent tool-calling workflows
Institutionalized SLIs/SLOs, blameless post-mortems, and proactive telemetry (New Relic / Prometheus)
Mentored 10+ tech leads, established engineering career ladders, and built resilient succession benches
Schedule a 15-Min Quick Sync or Connect Directly
Open for engineering leadership roles, advisory & cloud modernization
Whether you are modernizing to Google Cloud, scaling SRE practices across teams, or seeking strategic architectural leadership, feel free to schedule a quick call or reach out via direct channels.
15-Minute Executive Sync
Google Calendar • Google Meet Video
Connect directly with Alok to discuss platform leadership opportunities, multi-cloud strategy, or technical advisory. Choose a time that suits you — Google Calendar automatically checks real-time availability to avoid scheduling conflicts.
Prefer email first? Drop a note to aks2103@gmail.com