// Azure Solution Architect

Subhankar Pattnaik

Architecting resilient cloud platforms for enterprise scale

Senior Azure PaaS Engineer with 6+ years of production scars. I design for the failure modes I spent 2.5 years firefighting — so your platform never has to.

Subhankar Pattnaik
subhankar@cloud:~$ architect --mode resilient
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The Story So Far

2019–2022

Escalation Engineer

2.5 years on the front lines of Azure Support — Sev-A and Sev-B incidents for global Microsoft enterprise clients. Root cause analysis on production outages, memory leaks, and cascading failures across App Service, AKS, and SQL Managed Instance.

2022–2025

Senior PaaS Architect

Designed and deployed multi-region PaaS platforms at LTIMindtree. Led migration of monolithic workloads to containerized microservices on AKS with Istio service mesh. Drove adoption of IaC across the practice.

2025–Now

Solution Architect (Target)

Bringing escalation-hardened design patterns to enterprise architecture. Specializing in Well-Architected Framework implementations, cost-optimized landing zones, and zero-trust security architectures for regulated industries.

“

I design for the failure modes I spent 2.5 years firefighting.

— Subhankar Pattnaik
0 + Years
0 Projects
0 Industries
0 Mission

Architecture Portfolio

Real-world cloud architectures across industries — designed with WAF principles and production-grade resilience.

00
AI · Science ⚗

The Instrument

A live Mechanist-protocol audit of an AI-assisted product pipeline: 5 extensions, 44 tests, 150 agents, 10 mechanism cards scored on the paper's four dimensions (arXiv 2608.12036).

Mechanist Protocol Scientific Instrument Live Dashboard
01
Retail ⭐⭐

ShopFlow

Scalable e-commerce platform on Azure. Event-driven inventory management with Functions, Cosmos DB for product catalog, and Front Door for global CDN.

Azure Functions Cosmos DB Event Grid Front Door App Service
02
Finance ⭐⭐⭐

PaySecure

PCI-DSS compliant payment gateway. Private Link endpoints, Key Vault with HSM, AKS with network policies, and geo-redundant SQL with auto-failover groups.

AKS Private Link Key Vault SQL MI WAF v2
03
Healthcare ⭐⭐⭐⭐

MediSync

HIPAA-compliant healthcare interoperability platform. FHIR API on API Management, Azure Health Data Services, and confidential computing with DCsv3 VMs.

FHIR API APIM Confidential Compute AKS Terraform
04
Manufacturing ⭐⭐⭐⭐⭐

EdgeForge

Industrial IoT platform with Azure Arc-enabled Kubernetes at edge, Azure Digital Twins for factory simulation, and real-time telemetry pipeline on Event Hubs + Stream Analytics.

Azure Arc Digital Twins Event Hubs Stream Analytics Grafana

Technical Arsenal

Integration & Messaging

Azure Logic Apps 95%
Azure Service Bus 92%
Azure Event Grid 90%
API Management 88%

Infrastructure as Code

Terraform 95%
Bicep 90%
ARM Templates 85%
Ansible 82%

Networking & Security

Azure Virtual Network 93%
Private Link / Endpoints 90%
Azure Firewall / NSG 87%
Key Vault / Managed Identity 85%

Containers & Compute

Azure Kubernetes Service 92%
Docker / Container Apps 88%
Azure App Service 90%
Azure Functions 86%

Well-Architected Framework

Every architecture I design is measured against all five pillars of the Azure Well-Architected Framework.

🛡️

Reliability

Multi-region deployment with auto-failover. Chaos engineering tested. 99.99% SLA architectures.

🔐

Security

Zero-trust by default. Private endpoints, managed identity, RBAC least-privilege. Defense in depth.

💰

Cost Optimization

Right-sized SKUs, reserved instances, auto-scaling. I save clients 30-40% without compromising SLA.

⚙️

Operational Excellence

Full IaC pipelines. GitOps workflows. Automated runbooks. Monitoring and alerting by design.

⚡

Performance Efficiency

CDN edge caching, read replicas, connection pooling, async patterns. Sub-100ms P95 latency.

Architecture Principles

Five principles forged in production firefights. These govern every design decision I make.

  1. Design for Failure First

    Every component assumes its dependencies will fail. Circuit breakers, retry policies with exponential backoff, and graceful degradation are not afterthoughts — they are the starting point.

  2. Infrastructure Is Code, Always

    No click-ops. Every resource, every policy, every network rule is defined in Terraform or Bicep and version-controlled. Drift detection and reconciliation are automated.

  3. Least Privilege by Default

    Managed identities over connection strings. Private endpoints over public access. RBAC roles scoped to minimum required permissions. Zero standing access to production.

  4. Observability Is Not Optional

    Every component emits structured logs, metrics, and distributed traces. Dashboards are built before the first deployment. If you can't see it, you can't fix it.

  5. Cost Is an Architectural Concern

    Budget enforcement via Azure Policy. Auto-scaling that scales down as aggressively as it scales up. Reserved instances where steady-state exists. Every dollar spent must earn its place.

Agentic AI Maturity

Live tracking across 4 layers — 150 production agents scored against the aifolks.org Agentic AI Concepts framework. Every Monday 9 AM IST: automated review + report.

85% overall maturity

Measured against the aifolks.org Agentic AI Concepts framework. Auto-refreshed weekly.

150 production agents across LangGraph, LangChain, LlamaIndex, CrewAI, and custom DAG engines. Dual-compatible with GPT-4o, Claude, and Grok. All 6 maturity gaps closed — July 31, 2026.

View Agent Repo →
🧠 LLMs 87%
Prompt Eng. 97%Context Eng. 90%RAG 70%Fine-tuning 68%
🤖 AI Agents 88%
Tool Chaining 97%Task Planning 95%Long-term Memory 75%Agent Reasoning 75%
⚙️ Agentic Systems 82%
Hierarchical Planning 70%Error Handling 65%Multi-Agent RAG 55%Inter-Agent Comm 75%
🏗️ Agentic Infra 84%
Scheduling 68%Observability 65%Security 58%Resource Scaling 88%
150 Production Agents
5 Frameworks
600 Source Files
25K+ Lines of Code

Agent Categories

🔍 Research & Knowledge Web Research, PDF QA, News Digest, Stock Research
💻 Dev & Engineering Code Review, SQL Query, Unit Test Gen, Documentation, GitHub Triage
📊 Business & Analysis Email Drafting, Data Analysis, Resume Parser, Job Application
👥 Multi-Agent Systems Travel Planner, Competitive Analysis, Multi-Agent Debate (CrewAI)
⚡ Infra & Operations Pipeline Orchestrator, Resource Scaler, Infra Monitor, Fairness Guard
🛠️ Productivity Meeting Notes, Social Media, Recipe Gen, Customer Support, Memory Context

Weekly Progress Tracker — Live

Every Monday at 9:00 AM IST, an automated review audits this dashboard, compares scores against the previous week, checks GitHub for new agent commits, and generates a progress report with trend analysis and recommended next actions.

Every Monday 9 AM IST Auto-scoring Trend tracking Report generation

Completed Gaps & Roadmap

✅
Fine-Tuning — LoRA Playground with QLoRA + eval
✅
Resource Scaling — Auto-scaling worker pool
✅
Fairness & Ethics — 7-dimension bias detector
✅
Messaging Protocols — Pub/sub message bus
✅
Emergent Behavior — Pattern tracker + graph
✅
Compliance & Governance — 5 frameworks mapped

Last assessed: 31 July 2026 · Auto-regraded weekly · 6/6 gaps closed

Let's Build Something

I'm actively seeking a Solution Architect role where I can apply battle-tested design patterns to enterprise cloud platforms.

What I'm Looking For

A Solution Architect position where I can lead cloud-native transformations — designing landing zones, migrating enterprise workloads, and embedding WAF principles into organizational DNA. I thrive in regulated industries where architecture decisions have real consequences.

📍 Based in India · Central India Region · Open to remote & hybrid