Meetup
Not Another LLM Talk...Practical Lessons from Building a Real-World Adverse Media Pipeline
An exploration of the core architectural and statistical challenges encountered when scaling a large language model framework into a live financial crime detection system. This session focuses heavily on balancing multi-lingual context windows against API costs and practical throughput restrictions.
Building a data science solution for an NGO when you don’t know what infrastructure it will run on: a case study predicting tutor supply and demand mismatch
A practical case study detailing the design and delivery of a data science system tailored for non-governmental organisations facing volatile or undefined computing environments, specifically focusing on forecasting mismatches between tutor availability and student demand.
The Companies We Keep: Using network graphs to map corporate control
A commercially and civically minded session showing how large-scale network mapping can resolve corporate transparency challenges and enable complex risk screening across legal entities.
Diving into the UK’s corporation “beneficial ownership” with Neo4j
A live deep-dive mapping and querying the foundational elements of the UK Companies House database within a Neo4j framework to uncover hidden dependencies, corporate loops, and proxy networks.