work catalyst-kg-agent Knowledge-graph-grounded, cost-aware multi-agent system for choosing the cheapest sufficient next step in a materials-discovery campaign. MSc Thesis Machine learning-driven optimization of electrodeposited Ni-W electrocatalysts for H2 evolution in alkaline electrolysis cells BayBE one more time Hackathon project — Bayesian optimisation with BayBE to screen small-molecule corrosion inhibitors for aluminium alloys, including transfer learning between alloys. CaMEL-RAG Hackathon project — a retrieval-augmented LLM that answers natural-language questions about catalyst adsorption energies, grounded in Open Catalyst data. notion-second-brain A fully local RAG agent over a Notion workspace — hybrid retrieval, reranking, persistent memory, and an evaluation harness. consulting tools tender-feed A scheduled monitor for public tenders and funding calls, with keyword prioritisation and weekly email digests. news-feed A scheduled news feed for relevant news sources to EU project consulting work.
