Bridging enterprise AWS foundations with practical, governed intelligence.
Hi, I’m
Biplab
Biplab Mazumder
AWS Solutions Architect & Agentic AI Specialist
I design secure cloud platforms, production-ready AI agents, RAG systems, and event-driven solutions on AWS.
Agentic workflows, RAG, and Amazon Bedrock designed for production.
Secure, scalable architecture across applications, platforms, and data.
Agentic AI
Amazon BedrockAgentCoreRAGAI AgentsGuardrailsPrompt Engineering
Cloud & Platforms
AWSServerlessKubernetesContainersEvent-DrivenIAM
Architecture
Cloud ModernizationSecurityScalabilityResilienceGovernance
AI Engineering
Vector SearchKnowledge BasesHuman-in-the-loopResponsible AI
Delivery
Infrastructure as CodeCI/CDObservabilityCost Optimization
Data & Integration
APIsData PipelinesEvent StreamingEnterprise Integration
Projects
Selected architecture patterns and solutions
AI on AWS
Enterprise RAG Assistant
Grounded question-answering over trusted enterprise knowledge with citations and access controls.
- Retrieval pipeline with governed knowledge sources
- Designed for secure, traceable responses
Agentic Workflow Platform
Multi-step AI workflows that coordinate tools, business rules, and human approvals.
- Guardrailed tool use and workflow orchestration
- Human-in-the-loop for sensitive decisions
Conversational Cloud Operations
Natural-language access to operational knowledge, telemetry, and approved automation.
- Context-aware answers across cloud environments
- Controlled actions with complete auditability
Document Intelligence Pipeline
Event-driven document ingestion, enrichment, classification, and semantic discovery.
- Scalable asynchronous processing pipeline
- Search-ready metadata and content extraction
Cloud Architecture
Secure AWS Landing Zone
A scalable multi-account foundation with centralized security, networking, and governance.
- Guardrails and account-level isolation
- Consistent environments through automation
Event-Driven Integration Platform
Loosely coupled services designed for reliable, scalable enterprise integration.
- Resilient asynchronous message processing
- Clear failure handling and observability
Kubernetes Application Platform
A secure container platform with repeatable delivery, policy controls, and operational visibility.
- Standardized deployment and runtime patterns
- Built-in scaling, security, and monitoring
Serverless Modernization
Modern application services using managed AWS components and event-first design.
- Reduced infrastructure management overhead
- Elastic scaling aligned with demand
Professional Focus
Cloud Modernization Strategy
Practical migration roadmaps connecting business priorities with achievable technical change.
- Workload assessment and target-state design
- Sequenced delivery with measurable outcomes
Responsible AI Architecture
Production AI foundations with security, evaluation, observability, and cost controls built in.
- Guardrails, evaluation, and audit patterns
- Governed access to models and enterprise data
Have a challenge in mind?