Architecting Enterprise Scale.
Enabling Engineered Growth.
Strategic Cloud & AI Infrastructure Leader with 13+ years of experience building managed service organizations, leading high-performance engineering teams, and delivering cloud-agnostic AI/ML platforms. Proven success aligning architectural design with business economics.
Leadership Philosophy
As a Senior Cloud and MLOps Platform Architect with 13+ years of experience, I bridge the gap between high-level business strategy and complex system execution. I specialize in designing landing zones, setting up cloud governance, and founding managed service organizations (HMS) to deliver secure, resilient, and highly scalable cloud-native architectures.
With deep expertise across AWS and GCP, my designs prioritize system resilience and financial stewardship, embedding practices like compliance audits (HIPAA/FedRAMP), Multi-Instance GPU (MIG) partitioning, and proactive cloud economics to drive maximum value from infrastructure spend.
Areas of Expertise
MLOps & AI Platform Architecture
Designing Kubernetes-native MLOps substrates for multi-tenant GPU workloads. Orchestrating distributed training, model serving, experiment tracking, and self-service workspace provisioning at enterprise scale.
Enterprise Multi-Cloud Governance
Architecting secure landing zones, multi-account network backbones, and fully declarative GitOps delivery pipelines across AWS, GCP, and Azure under strict compliance and regulatory frameworks.
FinOps & Cloud Economics
Building granular showback/chargeback models, automated cost allocation, GPU reservation optimisation, and custom monitoring pipelines — with a proven track record of six-figure annualized savings.
Engineering Leadership & Scale
Building and directing high-performance engineering teams from scratch, establishing managed service practices, aligning with CxO stakeholders, and scaling operations across global multi-project portfolios.
DevSecOps & Compliance
Embedding security into delivery pipelines, hardening cloud infrastructure against federal compliance standards, and proactively remediating vulnerabilities across large-scale regulated environments.
Platform Engineering & Development
Building production-grade internal platforms and developer tooling — from full-stack orchestration layers with integrated AI agents to open-source automation utilities shipped from real operational experience.
Professional Certifications
Solutions Architect - Professional
Expires: Jun 2028
Selected Deployments & Side Projects
Enterprise AI Factory
Conceived, designed, and technically owned the AI Factory Control Tower—a full-stack Go + React self-service orchestration platform. Designed a topological provisioning engine, integrated autonomous AI monitoring agents, and managed AWS capacity blocks to scale GPU clusters for 1,000+ engineers.
35-Country AWS Consolidation
Consolidated regional AWS accounts from 35+ countries into a single AWS Organisation under Control Tower governance. Engineered centralized Splunk compliance dashboards and billing showback/chargeback systems, delivering a 25% reduction in global cloud spend.
State Healthcare Portal Cloud Operations
Led a 10+ member division delivering 24/7 reliability for a mission-critical public healthcare registry serving 1.8M Californians. Established cross-region DR, achieved strict HIPAA compliance via DevSecOps, and generated over $300k in annualized compute savings.
VisionPulse Edge AI Monitor
A privacy-first, fully local baby monitoring system built during a family emergency. Runs a browser-based computer vision model for movement detection and silent visual/sound alerts via WebSockets over the local network.
VSCode to Antigravity Migrator
Power-user Python migration utility resolving environment transfers from VSCode to Antigravity IDE, mapping settings, bindings, and configurations seamlessly.
Professional History
Cloud Platform Owner & AI Platform Architect
Architected and delivered a cloud-agnostic, GPU-enabled MLOps platform as sole technical owner and architect. Concurrently led a 10+ member cloud operations team maintaining 24/7 availability for 1.8M end users, achieving $300K+ in annualized cloud savings across a complex multi-cloud public sector environment.
Cloud Services Functional Leader
Directed a 6-member Cloud & DevOps team in close collaboration with CxO leadership, overseeing cloud infrastructure for 30+ global e-commerce platforms. Achieved 5x performance uplift and 30% cost reduction; replaced fragmented IT request management with an enterprise service platform, cutting resolution times by 3x.
Cloud Migration Leader
Relocated to headquarters in France to lead global cloud strategy across 35-country operations. Directed data centre to cloud migration projects, integrated new cloud regions and providers into the global offering portfolio, and unified all regional AWS accounts under a single governance model — reducing global cloud spend by 25% and building centralised compliance dashboards covering 150+ accounts and 4,000+ servers worldwide.
Hosting Team Leader
Built Decathlon India's cloud infrastructure from the ground up — scaled from a single server to 300+ on AWS while migrating 100% of physical workloads across e-commerce, retail, and supply platforms. Designed the company's first disaster recovery system and reduced infrastructure costs by over 30%.
Guest Lecturer
Taught Electronics & Computer Science at undergraduate level, covering Data Communication, Embedded Systems, Networking Labs, and System Administration.
Trainee Systems Administrator
Administered enterprise IT infrastructure across Windows, Linux, LAN/WAN, VPN, and Firewall systems. Led a mail platform migration and introduced OS image cloning automation that improved team efficiency by 50%.
LinkedIn Recommendations
"He is not only a calm and thoughtful leader but also a hands-on cloud practitioner who brings clarity to complex technical discussions."
"Asif was my Cloud Lead during our tenure together and has remained my trusted go-to for cloud consulting ever since."
"Asif has a rare ability to simplify complex cloud cost structures and make them actionable."
"One of the best skilled team players… deep knowledge of AWS & GCP which allowed him to design secure and cost-effective solutions."