In active development
PaperGrade · Teacher Assessment Assistant
A side job project for teacher assessment and review, combining a Web interface, Windows wrapper, bilingual UI, PDF evidence, and Word / Excel delivery.
- React
- TypeScript
- Node.js
AI Application Engineer / 01
AI Application Engineer · Agent / RAG / Data Systems
I turn complex knowledge, data, and business workflows into verifiable, deployable AI applications.
Building useful systems, collecting curious ideas.
- LangGraph workflows
- RAG / GraphRAG
- FastAPI / Next.js
- Docker Compose
- Testing and acceptance boundaries
Featured project / 02
Experiment
Storage Asset Ontology Agent
A read-only copilot for synthetic battery-storage portfolios, combining an ontology, deterministic calculations, evidence tracing, and human review across four ledgers.
Read the case study →Now / 03
What I am doing now
2026.10
Current work: Storage Asset Ontology Agent, connecting four ledgers through an ontology, deterministic calculations, and traceable evidence. The scenario workbench and human review operate on a read-only synthetic prototype.
View project progress →A short field note that changes with the work in progress.
Selected projects / 04
More projects
Different engineering decisions across knowledge graphs, workflows, animation, data, and privacy.
Completed
GraphRAGAgent
A full-stack GraphRAG workspace that brings document parsing, entity relationships, vector retrieval, and visual Q&A together.
- React
- FastAPI
- LangGraph
Completed
Agent Teams Project
A contract-review MVP that connects upload, field review, risk routing, and human decisions in one traceable workflow.
- React
- FastAPI
- LangGraph
Experiment
Manim Project · Animation Agent Workbench
Constrained teaching and scientific animation pipelines with Director drafts, 2–8 independently versioned scenes, selective regeneration, and full-video composition.
- Next.js
- FastAPI
- Python
Completed
SQLAgent
An analysis-delivery workflow that connects business context, observable query stages, and SQL, data, charts, and interpretation.
- React
- FastAPI
- LangChain
Completed
ITA-Maskit
A local audit-data workbench combining hybrid detection, human review, original-page PDF redaction, and an optional C++ acceleration core.
- Python
- Polars
- PyQt5
No longer in development
My Company Brain
A multi-knowledge-base workspace for teams, organizing document knowledge, relational knowledge, knowledge pages, and an assistant behind one governable surface.
- TypeScript
- Python
- PostgreSQL
Latest journal / 06
Journal
Cloud and Stone
In the Peak District, a person sits at the edge of a dark rock face beneath an expansive bank of clouds.
View the entry →