I'm a Software engineer with years of experience in the Ruby and Javascripts ecosystems. I love solving problems and creating new applications.
When I'm not creating things as a developer I love to play basketball and study and learn Japanese.
I have Co-created Retriever, an open-source observability platform that transforms distributed traces into LLM-queryable insights. Check out the Write up on it here!
Before Retriever, I built Request Basket, a full-stack webhook inspection tool, and Goku Chat Bot, a RAG-powered manga recommendation system using vector embeddings and semantic search.
| Category | Technologies |
|---|---|
| Languages | TypeScript, JavaScript, Python, Ruby |
| Backend | Node.js, Express.js, Sinatra, REST APIs, Server-Sent Events (SSE) |
| Frontend | React, HTML5, CSS, jQuery |
| Databases | PostgreSQL, MongoDB, OpenSearch |
| Cloud & Infrastructure | AWS (ECS/Fargate, VPC, ALB, S3, Secrets Manager), Terraform, Docker |
| Observability | Jaeger, OpenTelemetry (OTLP), Prometheus, AlertManager, Distributed Tracing |
| AI/LLM | Model Context Protocol (MCP), RAG, Vector Databases, Embeddings, OpenAI API |
| DevOps | Git/GitHub, Linux, CLI Tools, Infrastructure Automation |
| Other | JWT Authentication, bcrypt, Context Window Optimization |
An open-source, AWS-deployed observability platform that transforms distributed traces into LLM-queryable insights via a custom MCP server.
Stack: TypeScript, Node.js, AWS (ECS, VPC, ALB), Terraform, Jaeger, OpenTelemetry, Prometheus, OpenSearch
Contributions to Retriever:
- Built custom MCP server enabling natural-language trace queries
- Optimized LLM token consumption by 85% through intelligent data distillation
- Implemented JWT authentication with AWS Secrets Manager integration
- Deployed Prometheus/AlertManager monitoring infrastructure via Terraform