Azure Cloud
Define and implement end-to-end architecture on Microsoft Azure.
Design scalable, resilient, and highly available cloud-native solutions.
Establish architecture patterns aligned with Azure best practices, including microservices and event-driven architectures.
Design and enforce API-first architecture principles.
Develop microservices or modular architecture frameworks for flexibility and scalability.
Ensure reusability, maintainability, and performance optimization across services.
Data & Integration
Architect robust data integration frameworks, including scalable integration with Snowflake.
Design ETL/ELT pipelines and data workflows using Azure Data Factory or equivalent tools.
ServiceMax
ERP platforms
External enterprise APIs and data providers
AI & Optimization Platform
Design and implement scalable architecture for constraint-based scheduling and optimization engines.
Enable execution frameworks leveraging: Google OR-Tools, Route optimization models
Define architecture for AI/ML systems including:
Retrieval-Augmented Generation (RAG)
Vector databases
Azure AI Foundry and OpenAI services
Establish MLOps pipelines for model lifecycle management.
Security & Governance
Implement enterprise-grade security frameworks including Azure Entra ID (Azure AD) and Single Sign-On (SSO), Role-Based Access Control (RBAC)
Multi-tenant isolation strategies
Define secrets management using Azure Key Vault.
Ensure alignment with organization enterprise cloud standards, regulatory and cybersecurity policies
Stakeholder Management & Governance
Collaborate with enterprise architects, IT leadership, and governance teams.
Lead architecture review boards and design workshops.
Present architecture roadmaps, solution designs, and technical strategies to stakeholders.
Drive alignment between business requirements and technical execution.
Strong expertise in Azure services: Azure App Services, Azure Kubernetes Service (AKS), Azure Functions, Azure API Management, Azure Data Factory, Azure Service Bus, Azure Key Vault and Azure Entra ID
Data & Analytics:
Experience with Snowflake integration and cloud data warehousing.
Expertise in ETL/ELT pipelines and multi-tenant data architecture design.
Backend Development:
Proficiency in Python-based backend systems.
Experience with: FastAPI / Flask / .NET APIs, RESTful API design and development
Frontend Architecture
Experience with Streamlit, React framework.
Knowledge of modern UI architecture patterns and frontend design principles.
AI / ML & Optimization: Hands-on experience in:
MLOps pipelines and practices
RAG architectures and vector databases
Optimization tools such as Google OR-Tools
Optimization and scheduling algorithms
Azure AI Foundry and OpenAI ecosystem.
DevOps & Engineering Practices: Experience with
Azure DevOps / GitHub Actions
CI/CD pipeline design
Docker and containerization
Preferred Domain Experience:
Life Sciences, Healthcare
Manufacturing Analytics, Logistics Optimization, Workforce Scheduling, Predictive maintenance, Industrial and Process Automation,
Enterprise SaaS Platforms, IoT
Certifications (Preferred): Microsoft Azure Certifications (e.g., Azure Solutions Architect Expert)