I'm Kalyan Dutia, Lead Data Scientist at Climate Policy Radar where we're using NLP to improve climate decision-making from textual evidence.
Previously, I designed a system to build a knowledge graph from the museum collections of the Science Museum Group and V&A.
Recent Work 🔍
2021–now: Climate Policy Radar- 2024 Paper on responsible RAG for supporting climate decision-making (demo)
- 2024 Co-organised the first Climate NLP workshop at ACL 2024
- 2024 A talk on impact, equity and community in our data science at Nesta
- 2024 Identifying Climate Targets in National Laws and Policies using Machine Learning (paper in the Climate Change AI workshop at ICLR 2024)
- 2023 Co-founded a community for people working on Climate NLP email me kalyan@(my company's domain).org to join
- 2023 A talk on a policy evidence base as a knowledge graph at the Turing Institute
- 2023 Global Stocktake Explorer tool partnered with the UNFCCC
- 2022 Launched our climate policy (re)search tool
- 2022 Meet Kalyan :)
- 2022 A blog post on how our tool's climate law and policy search works
- 2021 Blog post on experimental interfaces for knowledge graphs on museum data
- 2021 project code, python
- 2021 elastic-wikidata python library
- 2021 Final project talk for Towards a National Collection, AHRC, UKRI
- 2021 A blog post on visualising a museum knowledge graph with knowledge graph embeddings
- 2021 Heritage connector: A machine learning framework for building linked open data from museum collections (paper in Applied AI Letters)
- 2021 Talk on combining NER and knowledge graphs for AI4LAM
- 2020 Blog post on knowledge graphs, machine learning and heritage collections