• ✨ [Oct 2025] Start working on CogentMem for trustable and evolving AI system.
• 🤖 [Jul 2025] Launched a personal academic research agent: alithia

An independent researcher focusing on cognitive computation, reasoning systems, and multi-agent systems. I enjoy bridging neural and symbolic AI, and researching on the fundamental mechanisms of intelligence such as memorization, reasoning, continual learning etc. 📚 Also writer of blogs, papers, and a Ph.D. dissertation.

• 🧠 cogents: Towards a cognitive agentic AI system with modular design.

• 🧱 treelib: Efficient, pure Python implementation of tree data structures—widely used for hierarchical modeling and algorithmic workflows.

• 🔗 graphsim: A collection of graph similarity algorithms built on NetworkX for graph mining and structural comparisons.

• 🧵 http-sniffer: Multi-threaded PCAP analyzer that extracts HTTP headers and TCP flow metadata into JSON—ideal for offline traffic inspection.

• 📦 pkt2flow: Lightweight tool to split packet captures into 4-tuple flow-level files—cross-platform, minimalistic, and reassembly-free.

• 🗺️ movr: R package for analyzing and visualizing spatio-temporal human mobility patterns with transformation and visualization utilities.

• 🌐 s2g: Converts shapefiles into graph structures using NetworkX—bridging GIS data with network analysis libraries.

• 🧪 Collaborating with the λCogLab research group and SWCLOS community.
• 🤝 Initiator of the Awesome Data community. 👉 Join the conversation on Slack.