Senior Technology Architect and AI-Driven Technology Leader with 19+ years spanning startup development, enterprise architecture, solution architecture, and large-scale digital transformation across global product and services organizations.

I have led target architecture definition, transition roadmaps, and architecture decision records (ADRs) for high-availability, cloud-native platforms on AWS and Kubernetes, integrating AI, data, and DevOps to achieve tangible business KPIs (NPS, SLA, cost-to-serve, deployment frequency).

I architected and delivered a multi-agent customer support platform processing 15,000+ daily interactions at ~95% accuracy, reducing manual support load by 40–50% and improving time-to-resolution by 30%.

I have also driven MLOps and DevOps transformations by migrating ML workflows to AWS EKS, implementing CI/CD with Terraform-based IaC, and introducing metrics-driven release management that enabled bi-weekly production rollouts with <1% rollback rates.

My background spans HR tech, cloud services, and consulting-style delivery for multiple product lines, touching domains such as AI/Data platforms, security/compliance (FedRAMP High), and integration architectures across microservices, APIs, and event-driven systems.

I regularly work with senior stakeholders and cross-functional teams to align architecture decisions with business strategy, facilitate architecture workshops, document and present architecture options/risks, and mentor engineering leaders to adopt architectural best practices.

• Defined target and transition architectures for AI-powered customer support, resume intelligence, and cloud-native platforms, covering application, data, integration, and infrastructure layers.
• Created and maintained architecture decision logs, standards, and reference architectures to align cross-functional teams and reduce design divergence by 30%+.

• Led cloud-native and container-based modernization (AWS, EKS, serverless ETL) that improved deployment frequency from monthly/quarterly releases to bi-weekly cycles, while meeting stringent security and compliance requirements.
• Implemented MLOps and DevOps blueprints (CI/CD, monitoring, automated scaling) that reduced operational incidents by 20–30% and improved overall system availability to 99.9%+.

• Designed end-to-end data and AI architectures using Python, LangGraph, PyTorch, SageMaker, and embeddings, integrating with existing systems via APIs, microservices (Go, Node.js), and message queues.
• Facilitated cross-functional architecture workshops between product, engineering, operations, and security, ensuring architectural decisions were understood, governed, and adopted at scale.

Target and transition state definition, architecture roadmaps, architecture decision records (ADRs), architecture governance and review forums (ARB, EARB, CAB), reference architectures, patterns and standards.

AWS (EKS, SageMaker, Glue, serverless), Kubernetes, Docker, Terraform, CI/CD (Jenkins, GitHub Actions), hybrid cloud and on-prem integration, multi-region/high-availability designs.

Generative AI, Agentic AI, LangGraph, PyTorch, TensorFlow, scikit-learn, embeddings, RAG, data pipelines, feature stores, model deployment and monitoring, multi-agent orchestration patterns.

Microservices (Go, Node.js, Python), REST APIs, event-driven patterns (Kafka), GraphDB integration, API gateways and security, asynchronous workflows, fault-tolerant design.

MLOps, DevOps automation, site reliability engineering, observability (Grafana, Splunk), incident management and SLIs/SLOs, capacity planning, release management.

FedRAMP High aligned architectures (Aurora-based solutions), security and vulnerability response workflows, compliance management, audit-ready logging and traceability.

Leading architecture workstreams and cross-functional squads, stakeholder alignment, C-level and senior leadership communication, facilitation of architecture workshops, mentoring engineers and managers.

"Architecture is not about building systems that work today—it's about building systems that evolve tomorrow while working flawlessly today."

⚡ Fun Fact: I ship MVPs faster than most teams write PRDs. 9-day product launches are my jam.

🔧 Let's build something legendary together.