Echo (MCP server)
Engineered an MCP server to solve the LLM statelessness gap. Tracks Unit Economics and carbon impact via DuckDB while ensuring sub-10ms query via FTS5, WAL and knowledge refinement.
- Go
- MCP
- Sqlite
- DuckDB
Engineering resilient systems and documenting the architectural why.
Software Engineer focused on building observable, scalable platforms. Documenting the architectural trade-offs and "why" behind systems engineering, from zero-infrastructure data ingestion pipelines to cloud infrastructure.
Engineered an MCP server to solve the LLM statelessness gap. Tracks Unit Economics and carbon impact via DuckDB while ensuring sub-10ms query via FTS5, WAL and knowledge refinement.
Kubernetes/systemd bridge (Go/OTel) via MCP for AI agents. Features LGTM stack, HMAC GitOps webhooks, and PII masking for secure, agentic incident triage and observability insights.
React and Azure Functions bulk generation platform. Implements event-driven asynchronous architecture with TypeScript, Azure Queues, WCAG compliance, and privacy-first telemetry.
Building a 'Paved Path' for automation. Reusable GitHub Actions for standardizing linting, security, and CI/CD workflows.
Zero-infrastructure reading analytics pipeline. Automated data pipeline via GitHub Actions with MongoDB event sourcing for observability and interactive visualizations.