Status & Focus
What I'm Doing Now
What I am currently focused on, building, researching, and architecting right now.
GenAI, MCP Architecture & AI Governance
- Architecting Model Context Protocol (MCP) servers, tool calling protocols, and abstract UI schema integration patterns for agentic LLM workflows.
- Establishing enterprise AI Governance frameworks, risk controls, and deterministic validation guardrails for GenAI adoption in regulated financial environments.
- Designing secure sandboxing and boundary isolation for autonomous developer tools and enterprise AI agents.
Current Projects & Active Development
- Karvics (karvics.com) — Expanding the zero-knowledge, client-side developer and cryptography suite with new offline-first browser utilities (AES-256-GCM, Web Crypto, PDF manipulation).
- TwinPixCleaner (macOS) — Maintaining and enhancing the open-source photo deduplication utility using native Apple Vision Framework visual similarity and SHA-256 hashing.
- NanoPress (macOS) — Optimizing the multi-threaded local batch compression engine using native Swift concurrency (async/await, Actors) and PDFKit.
Technical Writing & Articles
- Authoring deep dives on enterprise system architecture, distributed consensus, and "the parts nobody puts in the architecture diagram".
- Sharing architectural blueprints and lessons learned from building large-scale systems in Global FinTech at /blog/.
- Writing on AI integration patterns and developer tooling scalability.
Systems Research & Reading
- Enterprise Integration Patterns & Event-Driven Governance in Regulated Environments.
- Fault-tolerant consensus state machines (Raft / Paxos) and multi-region replication architectures.
- Zero-trust security models for containerized microservices and Kubernetes infrastructure.
Available For
- Collaborations on interesting open-source projects.
- Engineering & Architecture Mentoring.
- Enterprise Architecture & GenAI Consulting.