Research, engineering, and applied AI.https://rafmacalaba.github.io/en-ushttps://rafmacalaba.github.io/blog/wb-deepeval-evals/https://rafmacalaba.github.io/blog/wb-deepeval-evals/World Bank Open Data blog post on an automated, persona-driven evaluation framework for multi-turn LLM assistants, built on DeepEval.Wed, 21 Oct 2026 00:00:00 GMThttps://rafmacalaba.github.io/blog/armada-intro/https://rafmacalaba.github.io/blog/armada-intro/Introducing armada, an open-source tool that splits coding work into evidence-gated phases and dispatches specialist subagents.Mon, 10 Aug 2026 00:00:00 GMThttps://rafmacalaba.github.io/blog/arxiv-2606-30473/https://rafmacalaba.github.io/blog/arxiv-2606-30473/Permutation-invariant fine-tuning approach for embedding models applied to structured metadata retrieval.Mon, 15 Jun 2026 00:00:00 GMThttps://rafmacalaba.github.io/blog/arxiv-2605-30582/https://rafmacalaba.github.io/blog/arxiv-2605-30582/Methods for AI-assisted monitoring of how datasets appear in published research, including classification of usage context.Fri, 15 May 2026 00:00:00 GMThttps://rafmacalaba.github.io/blog/wb-tracking-dataset-use/https://rafmacalaba.github.io/blog/wb-tracking-dataset-use/World Bank Open Data blog post on using synthetic data and AI to track dataset citations at scale.Sun, 01 Jun 2025 00:00:00 GMThttps://rafmacalaba.github.io/blog/arxiv-2502-10263/https://rafmacalaba.github.io/blog/arxiv-2502-10263/Workshop paper at ICLR 2025 using LLMs and synthetic data to detect and classify dataset citations in research literature.Mon, 28 Apr 2025 00:00:00 GMThttps://rafmacalaba.github.io/blog/climate-change-ai-iclr2025/https://rafmacalaba.github.io/blog/climate-change-ai-iclr2025/Climate Change AI track paper presented at ICLR 2025, addressing dataset monitoring in climate research.Tue, 15 Apr 2025 00:00:00 GMT