Services
Production AI agents, copilots, RAG systems, and workflow automation built for reliability, security, and real-world use.
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AWS platforms that power production AI—from infrastructure and CI/CD to observability, security, and scalable cloud architecture.
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Modern software delivery with coding agents, specification-driven development, developer tooling, and engineering workflows that scale.
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Hands-on engineering leadership for ambitious teams—designing architecture, solving difficult technical problems, and shipping production software.
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Open Source
Charmant.AI is an open-source local AI agent I built for working with files, shell commands, logs, and repeatable system workflows.
The project explores a practical production problem: how to give an AI agent useful capabilities without giving it unrestricted access to the machine. It combines explicit permission controls, command risk classification, reusable skills, project instructions, and structured audit logs.
Writing
How I design AWS multi-account architectures with AWS Control Tower: start with business needs, keep the structure small, and add account boundaries only when ownership, risk, or controls require them.
Learn how I review AWS architectures: assess real risks, evaluate trade-offs, and prioritize improvements using AWS Well-Architected principles and real-world examples.
Learn how to enable AWS Console access for an existing IAM user using AWS CLI, create or reset login passwords, and follow security best practices.
A practical guide to migrating AWS Systems Manager Parameter Store values between AWS accounts using ssm-bulk, with examples for SecureString parameters, dry runs, cross-region moves, and preserving environment-specific values.
About
I work with startups and engineering teams building AI products, developer tools, and cloud platforms. Whether I join an existing team or lead a critical project, my focus is the same: turning ambitious ideas into reliable production software.
Track record
Speaking & publications
Practical sessions on AI engineering, cloud architecture, security, and building production-ready systems.
In-depth work on AI systems, agent security, cloud platforms, and AI-native engineering practices.
Whether you need a second opinion on an architecture, help shipping an AI system, or an experienced engineer to strengthen your team, let’s start a conversation.