BigData Republic’s Post

Hackathons with social impact. Sounds good? It was. A little while ago we hosted a 'hacky day' in collaboration with the Centre for Information Resilience (CIR). Two days of energy, creativity and a bit of chaos. Why did we do this? ↳ First and foremost: use our technical expertise for a good cause. ↳ But also: to support CIR in their fight against war crimes and disinformation. ↳ And: Let colleagues think beyond their client work. Our focus? CIR’s "Eyes on Russia" project. A project to collect and verify videos, photos, satellite imagery and other media related to Russia’s invasion of Ukraine. Our objective was to provide journalists, NGOs, policymakers and the public access to verified, trustworthy information. Their challenge: "We need a way to automatically tag drone footage." It saves analysts a lot of time and reduces exposure to graphic content. This allows them to gather more evidence and better represent victims of war crimes. Our solution: ↳ An MLOps pipeline built around an AI model that recognizes drone footage. ↳ Fully integrated with CIR’s cloud platform. ↳ Designed for simplicity, scalability, and maintainability. The result? A functional architecture, soon to be fully deployed into production. The vibe? Chaotic, yes. But the room was filled with passionate discussions, fresh ideas, and a drive to make a real-world impact. When you’re working on something with genuine social value, it’s amazing how much it fuels your motivation.

Willem Hendriks

Senior Machine Learning Engineer at BigData Republic | ML-Engineer @ IMG

2mo

It was awesome to be part of! I still remember fighting get some API working, it ain't much but its honest work

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