Erika G. Gonçalves, Author at Towards Data Science https://towardsdatascience.com Publish AI, ML & data-science insights to a global community of data professionals. Wed, 03 Dec 2025 14:00:00 +0000 en-US hourly 1 https://wordpress.org/?v=6.8.3 https://towardsdatascience.com/wp-content/uploads/2025/02/cropped-Favicon-32x32.png Erika G. Gonçalves, Author at Towards Data Science https://towardsdatascience.com 32 32 Multi-Agent Arena: Insights from London Great Agent Hack 2025 https://towardsdatascience.com/multi-agent-arena-london-great-agent-hack-2025/ Wed, 03 Dec 2025 14:00:00 +0000 https://towardsdatascience.com/?p=607792 What mattered: robust agents, glass-box reasoning, and red-team resilience

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]]> Why Should We Bother with Quantum Computing in ML? https://towardsdatascience.com/why-should-we-bother-with-quantum-computing-in-ml/ Wed, 22 Oct 2025 17:00:32 +0000 https://towardsdatascience.com/?p=607462 Quantum Machine Learning principles

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]]> No Peeking Ahead: Time-Aware Graph Fraud Detection https://towardsdatascience.com/no-peeking-ahead-time-aware-graph-fraud-detection/ Sun, 14 Sep 2025 14:30:00 +0000 https://towardsdatascience.com/?p=607130 How to implement leak-free graph fraud detection

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]]> AI Operations Under the Hood: Challenges and Best Practices https://towardsdatascience.com/ai-operations-under-the-hood-challenges-and-best-practices/ Fri, 05 Sep 2025 15:00:00 +0000 https://towardsdatascience.com/?p=607045 Building robust, reproducible, and reliable GenAI applications requires a framework of continuous improvement, rigorous evaluation, and systematic validation

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