A LITTLE ABOUT ME

Chenpeng Zhang / zcp

AI agents. Geospatial systems.

Hi, I’m Chenpeng.

I build AI agents and software that make sense of the world.

I’m studying Geographic Information Science and Technology at Georgia Tech, after a degree in Space Physics with a minor in GIS at Peking University.

My work brings together agent systems, spatial data, and backend engineering — from natural-language route planning to cross-border commerce.

AI agentsSpatial intelligenceBackend engineering

Selected projects

MULTI-AGENT SYSTEMS

Globex Agent

A cross-border commerce agent with specialized workers, hybrid retrieval, and long-term memory.

Supervisor–worker orchestration with streaming responses and Redis semantic caching.

2.14×faster retrieval vs. serial execution
AgentScopeOpenSearchRedis

SPATIAL INTELLIGENCE In progress

MapX Agent

Natural-language route planning that balances travel time with road comfort.

Spatial RAG, road-condition data, and multi-objective A* over Austin’s road network.

62knodes in the routing network
PostGISpgvectorAgentScope

URBAN MOBILITY

City Transit Planner

A local public-transit planner for Beijing, built on a cleaned network of 29,103 stops and Dijkstra’s algorithm.

13.88%

travel-time MAPE
against Amap estimates

Along the way

2026 — PRESENT

Georgia Institute of Technology

Master’s in Geographic Information Science and Technology

2024 — 2025

Chinese Academy of Sciences Research Assistant

Aerospace Information Research Institute. Worked on satellite-based grassland monitoring and a long-term Beijing building dataset using image segmentation.

Building heights · Interactive map
2021 — 2025

Peking University

Bachelor’s in Space Physics · Minor in GIS

Tools I work with

BACKEND & DATA

PythonFastAPIRedisMySQLWebSocket

AI & GEOSPATIAL

AgentScopePyTorchQdrantPostGISGIS

Languages

English & Mandarin · Fluent
Japanese & Cantonese · Intermediate

Cycling photo