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Support my open-source work
Open to Summer 2027 AI internships
Lehigh University · Bethlehem, PA · Ph.D. expected Dec 2027
| Hiring & resume | Research & work | Contact & social |
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Originally from Taiwan, now based in Bethlehem, Pennsylvania.
I’m a PhD researcher in Civil and Environmental Engineering at Lehigh University. My work sits at the intersection of behavioral science, LLM-based simulation, and quantitative evaluation. A central part of my research is understanding and modeling human decision-making. I evaluate whether LLMs capture meaningful decision processes, not only whether their answers sound plausible, but whether their perceptions and constraints relate coherently to the choices they make. I also work with agent-based modeling, which is widely used to simulate how individual decisions accumulate over time and interact with larger social, financial, and physical systems. My current direction is to move from traditional rule-based agents toward LLM-driven agents that can respond to richer information, memory, and changing conditions. More broadly, I’m interested in how human behavior can be simulated in a way that remains empirically grounded while interacting with and changing the external world.
An animated collaboration mine, built from explicit Git evidence. Daily snapshots via GitHub Actions.
| FLOODABM | Agent-based model coupled with catastrophe flood modeling — household flood adaptation in the Passaic River Basin (NJ, 2011–2023) |
LLM Agents · AI Harness / Governed Agents · Agent-Based Modeling · Multi-Agent Systems · Catastrophe Modeling · Decision-Making Under Risk · Human-Environment Interaction
- Leveraging Large Language Models for Agent-Based Simulation of Human-Water System Interactions — Water Resources Research, 62(6), e2025WR042111 (2026)
Ordered by GitHub stars checked on 2026-10-25, highest first. Badges update; row order does not update automatically.
| Project | What it helps with | GitHub stars |
|---|---|---|
| awesome-agentic-ai-zh | Learn to use and build AI agents through guided paths, hands-on exercises, and curated resources. |  |
| ai-research-skills | Guide AI-assisted research from literature search to manuscript preparation. |  |
| academic-writing-skills | Plan, draft, review, and revise academic papers with checks on evidence and consistency. |  |
| research-hub | Keep literature, evidence, analyses, and manuscripts connected in a local research workspace. |  |
| zotero-skills | Let AI assistants search, add, annotate, and organize Zotero references. |  |
| codex-delegate | Delegate coding work from Claude to Codex CLI, with Claude reviewing the result. |  |
| Agent Board | See what each AI coding agent is doing, with items waiting on you at the top. |  |
| agent-collab-skills | Split work among AI agents, keep checkpoints, and review combined results. |  |
Selected merged pull requests:
| Project / contribution | What changed | Evidence / status |
|---|---|---|
| REA | Corrected Electron analysis errors, linked results to their source observations, and kept file paths current. Preserved completed debugger results when cleanup fails, making findings more reliable and easier to trace. | Merged PRs |
| ZhuLinsen/daily_stock_analysis | Added Taiwan (台股) market support — market detection & routing, an institutional-flow (三大法人) data fetcher, and TWD currency / dividend fixes | merged PRs · Merged |
| langchain-ai/openwiki | Restricted ~/.openwiki permissions on Windows, where chmod is a no-op |
#367 · Merged |
| BuilderIO/agent-native | Routed AGENT_ENGINE=codex-cli to the Codex runner instead of crashing |
#1362 · Merged |
| Nanako0129/coralline | Fixed auto-layout over-wrapping — measure display columns, not bytes | #10 · Merged |
Open to full-time Summer 2027 internships (approximately late May through mid-August) in LLM evaluation, agent systems, behavioral simulation, and AI for science. F-1 student; Contact: wec324@lehigh.edu
perceive → reason → verify → act · repeat