AI Architecture · Autonomous Agents · Software Engineering
Building the next generation of AI-native systems.
I bridge the gap between complex system architecture and the frontier of Generative AI. My focus is on moving beyond simple chat interfaces to build production-ready autonomous agents and deeply integrated LLM applications that deliver real business value.
About
I bridge the gap between complex system architecture and the frontier of Generative AI. My focus is on moving beyond simple chat interfaces to build production-ready autonomous agents and deeply integrated LLM applications that deliver real business value.
AI-Native Architecture: Designing systems where AI isn't an add-on, but the core engine.
Autonomous Agents: Developing goal-oriented agents capable of complex reasoning and tool usage.
Scalable Engineering: Applying rigorous software engineering principles to the often chaotic world of AI/ML.
Currently obsessed with multi-agent orchestration and making LLMs reliable at scale.
Experience
- Architecting and building AI-driven frameworks to automate complex engineering workflows.
- Developing autonomous agents to enhance internal development capabilities and software delivery.
- Implementing advanced AI models to optimize code generation and technical scalability.
- Ensuring high standards of software excellence and security within the company's AI ecosystem.
Agentis · Founder & Lead Architect 03/2026 – Present
- Developing a high-performance DSL in Rust for AI agentic workflows — memory-safe, ultra-low latency orchestration for autonomous agents.
- Eliminating Python-based framework overhead with specialized syntax for state management, tool-calling, and reasoning loops.
- Phase 1 complete: core parsing logic and execution runtime for deterministic agent behavior.
Ralph Platform · Lead Engineer 01/2026 – Present
- Built a production-ready digital labor automation platform from scratch using AI-augmented engineering patterns.
- Implemented autonomous Git workflows with multi-agent coordination, production-grade guardrails, and cost management.
- Tech: TypeScript, GCP, GKE, Terraform, LangFuse.
FlowLint · Project Founder 11/2025 – Present
- Built FlowLint, an open-source static analysis suite for the n8n ecosystem.
- Designed an AST-based linting engine (14+ security and reliability rules) for low-code environments.
- Shipped a full suite: CLI, GitHub App (BullMQ/Redis), Chrome Extension (React/Vite).
- Set up end-to-end CI/CD pipelines, automated publishing to NPM/Chrome Store.
- Designed and operated a self-service deployment platform with unified pipelines.
- Introduced Kubernetes and Istio, standardized deployment and traffic management.
- Implemented n8n workflows for onboarding/offboarding and GitHub Copilot usage reporting — inputs for budget/license planning.
- AI/LLM Adoption: Used Claude Sonnet for pair-coding and documentation in Backstage, writing AWS CDK and release documentation.
- Member of the software architecture team, closely collaborating with development, operations, testers and architects.
- Led DevOps for Air Bank's international expansion (DEV/UAT environments).
- Operations and automation — VMs, Docker, Docker Swarm, Kubernetes, Istio.
- Setting up CI/CD, monitoring and incident management across teams.
- Configured and monitored integration tests in Jenkins and Cucumber.
- Led a team of application specialists, set up processes and SLA/OLA metrics.
- Took over and extended deployment automation to TRAIN and UAT environments.
- Deployment coordination — PREPROD verification and PROD releases with go/no-go decisions.
- Designed a deployment platform for the EKIS side product — self-service, unified pipelines.
- Incident management, service requests, and RFCs for development.
- Deployed server applications on Oracle WebLogic and PL/SQL procedures.
- Performed deployments to TRAIN, UAT and PREPROD with go/no-go decisions.
- Operations monitoring and administration of IBM servers and infrastructure for enterprise environments.
- Subject Matter Expert for scripting (ksh, bash, PowerShell).
- Progressed from 1st-line to 3rd-line technical support for the AVG antivirus product.
- Pre-sales communication, forum support, and remote assistance via LogMeIn.
Projects
Skills
AI & Agents
Development
Infrastructure
Languages
Education
Contact
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