Agent Developer focused on AIOps and LLM systems.
Building AI agents that can observe, reason, use tools, and act.
I work on AI Agents, AIOps, and LLM systems.
My current interests include:
- Tool-using agents and MCP
- Agent memory, retrieval, and reasoning
- Knowledge extraction and knowledge graphs
- LLM inference and model serving
- AIOps automation and diagnosis
I also have a backend engineering background with Java, Spring Boot, databases, and distributed systems.
Agent & LLM
LLM Agents MCP Tool Calling RAG Embeddings Knowledge Graph
AI Infrastructure
vLLM PyTorch Transformers Ollama
Engineering
Python Java Spring Boot PostgreSQL MySQL Redis Docker Linux
- Hyper-Extract — Knowledge extraction for LLM systems
- hermes-agent — Tool-using agent experiments
- pg-ripple — Graph-oriented knowledge infrastructure
- TEXT-TO-SQL — Natural language interfaces for databases
