Production-grade enterprise AI platform
Designed microservices, Kubernetes deployment models, AI gateway architecture, self-hosted GPU inference, MCP service interfaces, LLM observability, evaluation pipelines, and policy-as-code controls.
Solutions Architect | Cloud, Gen AI, Application & Infrastructure
connecting enterprise ambition with production architecture.
I help organizations modernize applications, build secure cloud and AI platforms, improve reliability, and turn high-stakes transformation programs into deployable architecture.
20+years in enterprise technology
12years onsite with Comcast Business
60engineers led across global teams
20+Migration projects and modernization portfolio
cloud modernization×gen ai platforms→sre transformation×kubernetes→devsecops×hybrid cloud→architecture governance×zero downtime delivery→
cloud modernization×gen ai platforms→sre transformation×kubernetes→devsecops×hybrid cloud→architecture governance×zero downtime delivery→
Trusted in demanding enterprise environments.
Experience spans consulting firms, global delivery teams, and client-facing architecture programs for financial services, healthcare, media, telecom, semiconductor, and AI platform organizations.
cognizant
Turnberry
citi
Mission-critical banking web hosting and ITIL-aligned production operations.
Representative work and outcomes.
Practical architecture work across discovery, design, implementation, reliability, governance, and production operations.
Large-scale application and infrastructure transformation
Led modernization planning and delivery for approximately 4,000 virtual machines and 70+ enterprise applications, including dependency mapping, sequencing, validation, cutover, and operational transition.
High-availability platforms and faster recovery
Built observability, self-healing automation, DR programs, chaos engineering practices, and incident response patterns that reduced MTTR by up to 60% and supported five-nines availability goals.
Repeatable delivery with governance built in
Established IaC frameworks, GitOps workflows, blue-green and canary deployments, policy gates, security scanning, compliance checks, and zero-downtime release practices.
AWS, Azure, GCP, and on-premises architecture
Designed secure network connectivity, workload placement, Kubernetes platforms, storage and data services, high availability, capacity planning, cost optimization, and multi-cloud resilience.
Client-facing technical decision leadership
Ran architecture workshops, discovery, design reviews, production readiness reviews, executive communication, incident command, vendor coordination, and cross-functional delivery.
Consulting Offer
For teams that need architecture to survive contact with production.
I work best where business urgency, legacy complexity, cloud scale, AI adoption, security expectations, and reliability targets all meet at once.
Typical engagements: cloud migration strategy, AI platform design, Kubernetes platform reviews, SRE maturity, application modernization roadmaps, architecture governance, and transformation delivery leadership.
Assess
Map current-state architecture, dependencies, risks, operating model gaps, and modernization constraints.
Architect
Produce practical blueprints, service boundaries, platform patterns, landing zones, and migration plans.
Deliver
Lead execution across engineering, infrastructure, security, product, operations, and executive stakeholders.
Technical depth across modern enterprise platforms.
Hands-on architecture across cloud, infrastructure, AI workloads, delivery pipelines, observability, identity, security, and data platforms.
AWS EKS, ECS, EC2, VPC, IAM, RDS, S3
Azure AKS, Container Apps, Front Door, Key Vault
GCP GKE, Compute Engine, Cloud SQL, Cloud Build
Kubernetes, Docker, Helm, Cloud Foundry
Terraform, CloudFormation, Ansible, Packer
Jenkins, GitHub Actions, GitOps, IBM Udeploy
Prometheus, Grafana, OpenTelemetry, Loki, Tempo
Splunk, ELK, AppDynamics, VictoriaMetrics
vLLM, SGLang, LiteLLM, Langfuse, pgvector
OPA, Vault, RBAC, OAuth2, OIDC, SAML
SOC 2, ISO 27001, ISO 42001, NIST AI RMF
Python, Java, Bash, PowerShell, SQL, TypeScript
Career timeline.
A progression from production infrastructure operations into enterprise architecture, platform engineering, SRE leadership, and AI platform design.
Feb 2026 - Present
SenseGrid
Principal Solutions Architect
Kochi, India | Production-grade AI platform company
- Own end-to-end architecture for enterprise AI platform services, infrastructure, security, CI/CD, observability, and inference environments.
- Designed AI gateway, model-serving architecture, MCP interfaces, LLM telemetry, governance controls, and evaluation pipelines.
Jul 2024 - Jun 2026
Brixton
Platform Architecture & Agentic AI Implementation Lead
Client: COMCAST BUSINESS Location: Mount Laurel, NJ
- Established enterprise platform practice, reference architecture, service standards, IaC standards, and governance model.
- Built policy-controlled execution frameworks, RAG infrastructure, and hybrid edge platforms for privacy, latency, and cost needs.
Apr 2023 - Jul 2024
Turnberry
Enterprise SRE / Platform Architect
Client: COMCAST BUSINESS Location: Mount Laurel, NJ
- Led observability architecture across AWS, Azure, and on-prem environments for mission-critical platforms.
- Advanced automation, DevSecOps, patching, compliance validation, disaster recovery, and chaos engineering programs.
Dec 2010 - Apr 2023
cognizant
Lead Site Reliability Engineer / Infrastructure Architect
Client: COMCAST BUSINESS Location: Mount Laurel, NJ
Client: AstraZeneca Location: Macclesfield, UK
- Served as onsite client-facing technical lead and architect for Comcast Business for nearly a decade.
- Led migration, CI/CD, IaC, observability, DR, incident response, and global delivery teams of 5-60 engineers.
Aug 2008 - Dec 2010
Senior Systems Administrator
Client: Citibank Location: Chennai, India
- Administered enterprise web hosting platforms for mission-critical banking applications across production and non-production environments.
- Supported incident resolution, change control, problem management, and availability practices aligned to ITIL operations.
Jan 2006 - Aug 2008
Software Engineer
Client: HITACHI Location: Bengaluru, India
- Supported Java-based web application infrastructure for Hitachi Renesas Technology Americas across production and non-production systems.
- Contributed to change, incident, and problem management while building foundational enterprise operations experience.
Let’s Work Together
Available for consulting and architecture partnership.
Bring me in for strategy, architecture reviews, modernization planning, AI platform design, reliability improvement, or hands-on leadership through complex engineering delivery.