Gloq

Built real-time network analysis and threat detection software implementing multi-agent orchestration and fast-inference.

Contributions

• Built an Electron desktop app with Scapy to capture live network traffic, starting from a description of how the computer is being used.
• Streamed network logs to backend LLM agents for threat analysis, demonstrating immediate flagging of a SQL injection attack.
• Embedded flagged logs in a vector database to support retrieval-augmented generation (RAG).
• Added natural-language chat to investigate flagged activity, summarize attack details, and generate diagrams.

Outcomes

• Won Best General Project, placing 1st out of 250+ students at Columbia University's DevFest 2025 hackathon.