Real-world cloud and AI solutions — designed, deployed, and battle-tested across enterprise environments.
AI · Azurecompleted
Intelligent Flight Ticket Processing Pipeline
Built an end-to-end AI-powered document processing pipeline for a US-based client. Used Azure AI Document Intelligence — Custom Classification model to segregate PDF and DOCX tickets into International vs Domestic categories, and a Custom Extraction model to pull travel dates, passenger names, booking references, and routes. Data flows into a relational database and surfaces via Power BI Gateway dashboard for real-time travel spend analytics.
Azure AI Document IntelligenceCustom Classification ModelCustom Extraction ModelPDF / DOCX ProcessingAzure SQLPower BIPower BI Gateway
AI · RAGcompleted
Global Flavors Bistro RAG System
Designed and deployed a Retrieval-Augmented Generation (RAG) system for a multi-location restaurant group to query unstructured documents — menus, policies, rent, ratings, and locations. Combines document indexing, vector embeddings for semantic search, and GPT-4.1 for natural language answers. Automated indexer scheduling keeps new documents instantly searchable. Delivered 70%+ reduction in retrieval time and actionable rent-to-rating insights across cities.
RAG ArchitectureGPT-4.1Vector EmbeddingsAzure AI SearchSemantic SearchAzure OpenAIAuto Indexer
active
Multi-Cloud Architecture & Migration
End-to-end cloud migrations from on-prem and AWS to Azure. Conducted online/offline workload assessments, built migration plans, and executed using Azure Migrate with Hub-Spoke network architecture and post-migration optimization.
Azure MigrateAWS to AzureOn-prem to AzureHub-Spoke NetworkTerraform
active
AKS Platform Engineering & CI/CD
Deployed Tier-3 microservices on AKS with full CI/CD via Azure DevOps — build pipelines, release pipelines, staging slots, and production swap. Configured Kubernetes Ingress Controllers, Pod Disruption Budgets, HPA, node pool migrations, and canary deployments on Azure App Services.
AKSK8s IngressAzure DevOpsHPACanary DeployACR
active
Terraform IaC — Reusable Module Library
Designed versioned, reusable Terraform modules for networking, compute, AKS clusters, and supporting services. Consistent and repeatable deployments across dev/test/prod with environment isolation and module registry governance.
Terraform ModulesIaCAzureAWSEnv SegregationGitOps
active
AWS Infrastructure Provisioning
Provisioned and managed AWS environments: EC2 (AMI, sizing, key pairs, SGs), VPC (subnets, route tables, NAT/Internet Gateways), IAM roles for secure access. EBS volumes with automated snapshots, EC2 backups, S3 storage, and CloudWatch monitoring dashboards.
EC2VPCIAMEBS SnapshotsS3CloudWatch
completed
Cloud Cost Optimization Program
Cost optimization across 25+ client accounts — VM/DB right-sizing, removal of unattached disks and stale snapshots, VM schedulers via Automation Runbooks. Automated daily backup status emails for 40+ VMs. Achieved 25% average cost reduction.
Azure Cost ManagementLogic AppsAutomation RunbooksPowerShellRight-Sizing
completed
HA & Disaster Recovery Architecture
Designed BCDR solutions: VM Scale Sets with CPU-threshold autoscaling, SQL Server FCI with Windows Failover Clustering, Azure Front Door active-passive multi-region failover, Veeam Backup + Pritunl VPN. Conducted live DR drills to validate RTO/RPO targets.
VMSSSQL FCIAzure Front DoorVeeamDR DrillsBCDR
completed
Ansible Configuration Management
Developed Ansible playbooks to automate application setup, OS patching, and routine operational tasks across multi-cloud environments. Eliminated manual configuration drift and standardised server baselines across maintenance windows.
AnsiblePlaybooksConfig ManagementPatching AutomationLinux
completed
Azure Virtual Desktop & Identity
Deployed enterprise AVD with DR Cloud Cache, pooled host pools from golden images, FSLogix for user profile management, and AD DS domain controllers. Synchronised on-prem users to Entra ID via Entra Connect. Managed domain-joined servers and RBAC across tenants.
AVDFSLogixAD DSEntra ConnectGolden ImageRBAC
