Building.
Founder of FIM Labs (🇸🇬 Singapore · 🇨🇳 Beijing). Products and deployments for government, legal, healthcare, and academic institutions. Courses, coding utilities, and upstream contributions are on Open Source.
Flagship product
FIM One
Self-hosted, model-agnostic enterprise agent platform that connects agents to the systems a company already runs (ERP, CRM, OA, databases, Feishu, WeCom, Slack) without changing that infrastructure. DAG planning, ReAct reasoning, a RAG pipeline, a visual workflow editor, and MCP support. Released under the FIM One Source Available License: the code is public and can be self-hosted; it is not an OSI-approved open-source license.
View on GitHub →FIM Product Family
Self-hosted contract-lifecycle management: drafting, AI risk review, negotiation, approval, and archiving, integrated with Feishu, WeCom, DingTalk, or an existing OA system.
Paste an arXiv link and read the paper side by side with a plain-language explanation. Free to use.
Semantic search over academic papers: start from a landmark paper and pull the neighborhood around it by meaning, not keywords. Runs over Semantic Scholar with SPECTER2 embeddings.
Anonymous code hosting for double-blind peer review. Hand over a GitHub repo; reviewers get a no-login link to browse, download, and clone an identity-stripped mirror. One anonymization pipeline, prerendered for static serving.
Selected Deployments
Real-time text analysis, grammar and logic feedback, AI-assisted drafting, and teacher-assisted grading for students.
Custom model plus RAG for government legal review; review cycles went from weeks to hours, with over 60% less manual work.
Big-data monitoring of technical-trade trends and AI species identification for import compliance, on a China Customs platform.
Structured gynecology knowledge graph for clinical decision support, deployed in a Peking Union Medical College Hospital project.
Surgical-approach recommendation for pelvic-organ-prolapse (POP) management, deployed in a Peking Union Medical College Hospital project.
Patient follow-up and care management for specialty departments, built and deployed with Beijing Ditan Hospital.
Drug-drug interaction lookup for HIV therapy with Beijing Ditan Hospital / WHO Collaborating Centre.
Quantitative-analysis and teaching platform for paleontology.