Recent Roles




Earlier Roles



End-to-End ML & AI Platform Enablement
Jul 12, 20265 min read

End-to-End ML & AI Platform Enablement

Client & Timeline Personal Initiative — 2025 Overview A personal initiative building an end-to-end platform to take ML and GenAI workloads from…

AIGenAI Platforms
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Cloud-Native ML & Data Platform for Analytics Workloads
Jul 12, 20263 min read

Cloud-Native ML & Data Platform for Analytics Workloads

Client & Timeline Personal Initiative — 2025 Overview A reusable platform approach for adopting AI and machine-learning workloads in enterprise…

AIGenAI Platforms
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Cloud Platform Reliability & Observability Initiative
Jul 12, 202611 min read

Cloud Platform Reliability & Observability Initiative

Client & Timeline Cookpad Ltd. — 2022–2023 Overview A consumer platform serving millions of users needed stronger reliability and lower operational…

CloudPlatform Engineering
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Metro Analyzers Platform Modernization
Jul 12, 20269 min read

Metro Analyzers Platform Modernization

Client & Timeline ASML — 2023–2026 Overview A data-intensive simulation and analytics platform was held back by operational complexity and…

CloudPlatform Engineering
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Cloud-Native Medical Device Platform
Jul 12, 20266 min read

Cloud-Native Medical Device Platform

Client & Timeline Cymtac Ltd. — 2017 Overview A cloud-enabled medical technology platform needed more reliable, sustainable delivery to support…

DevOpsSecurityIoT
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IoT Platform Engineering & DevSecOps Transformation
Jul 12, 20264 min read

IoT Platform Engineering & DevSecOps Transformation

Client & Timeline ALC — 2017–2022 Overview A real-time infrastructure-monitoring solution needed more modern, secure, and scalable delivery. Key…

DevOpsSecurityIoT
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Governing Agentic AI Workflows: Cost, Latency, and Guardrails
Jul 12, 20266 min read

Governing Agentic AI Workflows: Cost, Latency, and Guardrails

I help engineering organizations move agentic AI workflows from experimentation to safe, cost-governed production use, so autonomy doesn’t come at…

AI
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Automating delivery pipelines to improve speed, quality, and reliability.
May 03, 20263 min read

Automating delivery pipelines to improve speed, quality, and reliability.

I build automation solutions that reduce manual work and create smoother software delivery processes. From CI/CD pipelines to infrastructure…

DevOps
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Platform Engineering
May 03, 20265 min read

Platform Engineering

Building modern engineering platforms that enable speed, stability, and scale. Intro I design and improve internal engineering platforms that give…

Platform
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Improving cloud efficiency through better visibility and smarter decisions.
May 03, 20269 min read

Improving cloud efficiency through better visibility and smarter decisions.

I help organizations optimize cloud usage, reduce waste, and build better cost awareness into day-to-day operations. My work connects engineering…

Cloud
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Embedding security into every stage of software delivery.
May 03, 20265 min read

Embedding security into every stage of software delivery.

I integrate security into development and operations practices so teams can move fast without compromising safety. My focus is on making security a…

Security
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Improving visibility, reliability, and incident response across platforms.
May 03, 20267 min read

Improving visibility, reliability, and incident response across platforms.

I build observability solutions that help teams understand system health, detect issues early, and respond faster. My approach combines monitoring,…

Observability
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