Selected work · 2022—2026
Case studies
Five systems I've designed and shipped — AI agents, LLM pipelines and data platforms, told the way a product manager thinks: challenge, approach, impact.
Intelligent Email Agent
An LLM email copilot living in Feishu — summaries, translations, replies and memory in one interactive card.
GISphere LLM Analysis
GISphere (GIS-Info)
A multimodal LLM system that reads webpages, PDFs and screenshots to structure the world's GIS academic opportunities.
GISphere Data Platform
GISphere
From automation pipeline to BI dashboards and team KPIs — an end-to-end data product for a global volunteer organization.
ESG Report Intelligence
University of Bristol (Research Assistant)
A local-LLM scraping system that finds, validates and analyzes corporate sustainability reports — air-gapped, on consumer hardware.
AI Financial Analysis Portal
IBM × University of Bristol
Upload an annual report, get SWOT, MOST and PESTLE analyses with sentiment — built with IBM.
