Projects
A selection of projects I've worked on.
Hermes Pro
- Architected a multi-service, containerized AI agent to unify siloed data from multiple developer platforms.
- Engineered a code-to-graph pipeline using Python’s AST module to parse a 15,000+ line codebase into a Knowledge Graph.
- Implemented an advanced agentic RAG system using LlamaIndex and a local LLM (Llama 3) for autonomous querying.
- Built a real-time conversational interface via a Discord Bot with responses in under 5 seconds.
Log Flow and Query
- Engineered a robust log ingestion pipeline using Kafka and Spring Boot to manage high-volume data streams.
- Centralized log data into a MongoDB database for efficient storage and access.
- Implemented an efficient query system with advanced full-text search and customizable filters via a REST API.