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        <title><![CDATA[Stories by Dr. Walid Soula on Medium]]></title>
        <description><![CDATA[Stories by Dr. Walid Soula on Medium]]></description>
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            <title>Stories by Dr. Walid Soula on Medium</title>
            <link>https://medium.com/@soulawalid?source=rss-e41a20d646a8------2</link>
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            <title><![CDATA[Multimodal Brain Foundation Models for Neural Activity Prediction]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/@soulawalid/multimodal-brain-foundation-models-for-neural-activity-prediction-e345d803b011?source=rss-e41a20d646a8------2"><img src="https://cdn-images-1.medium.com/max/1400/1*oUCWbtc44dkwV9UzdOuHtw.jpeg" width="1400"></a></p><p class="medium-feed-snippet">A longtime ago, I intervened as a consultant in a Silicon Valley startup called Yobi, a company with an ambitious vision guided by Ahmed&#x2026;</p><p class="medium-feed-link"><a href="https://medium.com/@soulawalid/multimodal-brain-foundation-models-for-neural-activity-prediction-e345d803b011?source=rss-e41a20d646a8------2">Continue reading on Medium »</a></p></div>]]></description>
            <link>https://medium.com/@soulawalid/multimodal-brain-foundation-models-for-neural-activity-prediction-e345d803b011?source=rss-e41a20d646a8------2</link>
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            <category><![CDATA[tribe-v2]]></category>
            <category><![CDATA[walid-soula]]></category>
            <category><![CDATA[tribes]]></category>
            <category><![CDATA[neuroscience]]></category>
            <category><![CDATA[fmri]]></category>
            <dc:creator><![CDATA[Dr. Walid Soula]]></dc:creator>
            <pubDate>Sat, 09 May 2026 12:03:42 GMT</pubDate>
            <atom:updated>2026-05-09T12:03:42.607Z</atom:updated>
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            <title><![CDATA[Where patterns repeat, and the future quietly echoes the past]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/@soulawalid/where-patterns-repeat-and-the-future-quietly-echoes-the-past-bb24d44a53da?source=rss-e41a20d646a8------2"><img src="https://cdn-images-1.medium.com/max/1400/1*IWKVHyZU00tcj3XYlwJBeA.jpeg" width="1400"></a></p><p class="medium-feed-snippet">It&#x2019;s been a long time I did not touch a times series analysis, I know that maybe one year ago I wanted to build a series around it&#x2026;</p><p class="medium-feed-link"><a href="https://medium.com/@soulawalid/where-patterns-repeat-and-the-future-quietly-echoes-the-past-bb24d44a53da?source=rss-e41a20d646a8------2">Continue reading on Medium »</a></p></div>]]></description>
            <link>https://medium.com/@soulawalid/where-patterns-repeat-and-the-future-quietly-echoes-the-past-bb24d44a53da?source=rss-e41a20d646a8------2</link>
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            <category><![CDATA[naive-model]]></category>
            <category><![CDATA[analytics]]></category>
            <category><![CDATA[data-science]]></category>
            <category><![CDATA[timeseries]]></category>
            <category><![CDATA[walid-soula]]></category>
            <dc:creator><![CDATA[Dr. Walid Soula]]></dc:creator>
            <pubDate>Fri, 01 May 2026 21:06:28 GMT</pubDate>
            <atom:updated>2026-05-01T21:06:28.817Z</atom:updated>
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            <title><![CDATA[Europe’s Quantum Race]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/@soulawalid/europes-quantum-race-d239ff3c2655?source=rss-e41a20d646a8------2"><img src="https://cdn-images-1.medium.com/max/1400/1*7Z8VJHQS3mqSpS3Ww27_DQ.jpeg" width="1400"></a></p><p class="medium-feed-snippet">AI bubble, quantum bubble, they are both right and wrong. Science sometimes feels less like science and more like drama with people at the&#x2026;</p><p class="medium-feed-link"><a href="https://medium.com/@soulawalid/europes-quantum-race-d239ff3c2655?source=rss-e41a20d646a8------2">Continue reading on Medium »</a></p></div>]]></description>
            <link>https://medium.com/@soulawalid/europes-quantum-race-d239ff3c2655?source=rss-e41a20d646a8------2</link>
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            <category><![CDATA[qml]]></category>
            <category><![CDATA[walid-soula]]></category>
            <category><![CDATA[quantum-computer]]></category>
            <category><![CDATA[quantum]]></category>
            <category><![CDATA[europe-quantum-race]]></category>
            <dc:creator><![CDATA[Dr. Walid Soula]]></dc:creator>
            <pubDate>Fri, 24 Apr 2026 20:31:29 GMT</pubDate>
            <atom:updated>2026-04-24T20:31:29.474Z</atom:updated>
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        <item>
            <title><![CDATA[A clear introduction for decision-makers]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/@soulawalid/a-clear-introduction-for-decision-makers-669d5ef0e562?source=rss-e41a20d646a8------2"><img src="https://cdn-images-1.medium.com/max/1400/1*-K3JEh7hcmTL1mtnELdvGQ.jpeg" width="1400"></a></p><p class="medium-feed-snippet">Learn how quantum computers work, from early devices to fault-tolerant systems, explained for business leaders</p><p class="medium-feed-link"><a href="https://medium.com/@soulawalid/a-clear-introduction-for-decision-makers-669d5ef0e562?source=rss-e41a20d646a8------2">Continue reading on Medium »</a></p></div>]]></description>
            <link>https://medium.com/@soulawalid/a-clear-introduction-for-decision-makers-669d5ef0e562?source=rss-e41a20d646a8------2</link>
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            <category><![CDATA[ftqc]]></category>
            <category><![CDATA[walid-soula]]></category>
            <category><![CDATA[quantum-computing]]></category>
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            <dc:creator><![CDATA[Dr. Walid Soula]]></dc:creator>
            <pubDate>Sat, 07 Feb 2026 20:52:41 GMT</pubDate>
            <atom:updated>2026-02-07T20:52:41.901Z</atom:updated>
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        <item>
            <title><![CDATA[Why one quantum query is enough]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/@soulawalid/why-one-quantum-query-is-enough-c85a7a9555f1?source=rss-e41a20d646a8------2"><img src="https://cdn-images-1.medium.com/max/1400/1*saLKaTg7V1nvW1oHLyOU-Q.jpeg" width="1400"></a></p><p class="medium-feed-snippet">Step-by-step explanation of Deutsch&#x2019;s Algorithm, showing how quantum interference classifies functions with a single query</p><p class="medium-feed-link"><a href="https://medium.com/@soulawalid/why-one-quantum-query-is-enough-c85a7a9555f1?source=rss-e41a20d646a8------2">Continue reading on Medium »</a></p></div>]]></description>
            <link>https://medium.com/@soulawalid/why-one-quantum-query-is-enough-c85a7a9555f1?source=rss-e41a20d646a8------2</link>
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            <category><![CDATA[walid-soula]]></category>
            <category><![CDATA[deutsch-algorithm]]></category>
            <category><![CDATA[deutsch]]></category>
            <category><![CDATA[quantum-information]]></category>
            <category><![CDATA[quantum-computing]]></category>
            <dc:creator><![CDATA[Dr. Walid Soula]]></dc:creator>
            <pubDate>Sat, 31 Jan 2026 16:26:04 GMT</pubDate>
            <atom:updated>2026-02-07T20:45:18.791Z</atom:updated>
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        <item>
            <title><![CDATA[How Invisible Phases Encode Secrets That Shape Quantum Computation]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/@soulawalid/how-invisible-phases-encode-secrets-that-shape-quantum-computation-1cf3b2b742dd?source=rss-e41a20d646a8------2"><img src="https://cdn-images-1.medium.com/max/1400/1*o4BLOUXl61JBKSvrscUyBw.jpeg" width="1400"></a></p><p class="medium-feed-snippet">Explore phase-kickback in quantum computing: how qubits store hidden phase info to influence future operations</p><p class="medium-feed-link"><a href="https://medium.com/@soulawalid/how-invisible-phases-encode-secrets-that-shape-quantum-computation-1cf3b2b742dd?source=rss-e41a20d646a8------2">Continue reading on Medium »</a></p></div>]]></description>
            <link>https://medium.com/@soulawalid/how-invisible-phases-encode-secrets-that-shape-quantum-computation-1cf3b2b742dd?source=rss-e41a20d646a8------2</link>
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            <category><![CDATA[walid-soula]]></category>
            <category><![CDATA[quantum]]></category>
            <category><![CDATA[quantum-computing]]></category>
            <category><![CDATA[kickback-quantum]]></category>
            <category><![CDATA[qml]]></category>
            <dc:creator><![CDATA[Dr. Walid Soula]]></dc:creator>
            <pubDate>Sat, 10 Jan 2026 18:02:54 GMT</pubDate>
            <atom:updated>2026-01-10T18:02:54.731Z</atom:updated>
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            <title><![CDATA[How to build detection Model in under 5 Minutes]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/@soulawalid/how-to-build-detection-model-in-under-5-minutes-426d959160ff?source=rss-e41a20d646a8------2"><img src="https://cdn-images-1.medium.com/max/1400/1*YDjgkYBq8ZFyOXuExHZfyQ.jpeg" width="1400"></a></p><p class="medium-feed-snippet">Learn how to build and deploy computer vision models in minutes using Roboflow Rapid and the SAM 3 model</p><p class="medium-feed-link"><a href="https://medium.com/@soulawalid/how-to-build-detection-model-in-under-5-minutes-426d959160ff?source=rss-e41a20d646a8------2">Continue reading on Medium »</a></p></div>]]></description>
            <link>https://medium.com/@soulawalid/how-to-build-detection-model-in-under-5-minutes-426d959160ff?source=rss-e41a20d646a8------2</link>
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            <category><![CDATA[computer-vision]]></category>
            <category><![CDATA[object-detection]]></category>
            <category><![CDATA[sam-3]]></category>
            <category><![CDATA[walid-soula]]></category>
            <category><![CDATA[roboflow]]></category>
            <dc:creator><![CDATA[Dr. Walid Soula]]></dc:creator>
            <pubDate>Sat, 13 Dec 2025 13:54:46 GMT</pubDate>
            <atom:updated>2025-12-13T13:56:03.211Z</atom:updated>
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            <title><![CDATA[How Evolutionary Algorithms Uncover the Optimal Conditions Behind a Simulated System]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://ai.plainenglish.io/how-evolutionary-algorithms-uncover-the-optimal-conditions-behind-a-simulated-system-1fb30f6ff053?source=rss-e41a20d646a8------2"><img src="https://cdn-images-1.medium.com/max/1400/1*qp2jWLqpUI_1DxBfVGkrlw.jpeg" width="1400"></a></p><p class="medium-feed-snippet">Learn how genetic algorithms optimize industrial processes using evolution-inspired search, mutation, and selection</p><p class="medium-feed-link"><a href="https://ai.plainenglish.io/how-evolutionary-algorithms-uncover-the-optimal-conditions-behind-a-simulated-system-1fb30f6ff053?source=rss-e41a20d646a8------2">Continue reading on Artificial Intelligence in Plain English »</a></p></div>]]></description>
            <link>https://ai.plainenglish.io/how-evolutionary-algorithms-uncover-the-optimal-conditions-behind-a-simulated-system-1fb30f6ff053?source=rss-e41a20d646a8------2</link>
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            <category><![CDATA[walid-soula]]></category>
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            <category><![CDATA[genetic-algorithm]]></category>
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            <dc:creator><![CDATA[Dr. Walid Soula]]></dc:creator>
            <pubDate>Fri, 21 Nov 2025 21:43:14 GMT</pubDate>
            <atom:updated>2025-12-09T18:21:38.576Z</atom:updated>
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            <title><![CDATA[The Hidden Patterns of Events using Poisson Regression]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://ai.plainenglish.io/the-hidden-patterns-of-events-using-poisson-regression-a5fa0d2b8819?source=rss-e41a20d646a8------2"><img src="https://cdn-images-1.medium.com/max/1400/1*bWxFoqoGyPagpNBsDTSsRg.jpeg" width="1400"></a></p><p class="medium-feed-snippet">Learn Poisson Regression: intuition, math, interpretation, Python example, and when it works or breaks for count data prediction</p><p class="medium-feed-link"><a href="https://ai.plainenglish.io/the-hidden-patterns-of-events-using-poisson-regression-a5fa0d2b8819?source=rss-e41a20d646a8------2">Continue reading on Artificial Intelligence in Plain English »</a></p></div>]]></description>
            <link>https://ai.plainenglish.io/the-hidden-patterns-of-events-using-poisson-regression-a5fa0d2b8819?source=rss-e41a20d646a8------2</link>
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            <category><![CDATA[data-science]]></category>
            <category><![CDATA[poisson-distribution]]></category>
            <category><![CDATA[walid-soula]]></category>
            <category><![CDATA[statistics]]></category>
            <category><![CDATA[poisson-regression]]></category>
            <dc:creator><![CDATA[Dr. Walid Soula]]></dc:creator>
            <pubDate>Fri, 14 Nov 2025 18:26:03 GMT</pubDate>
            <atom:updated>2025-11-15T04:36:15.036Z</atom:updated>
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        <item>
            <title><![CDATA[How and when to use Kolmogorov–Smirnov Test]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/@soulawalid/how-and-when-to-use-kolmogorov-smirnov-test-68b5c7804bfd?source=rss-e41a20d646a8------2"><img src="https://cdn-images-1.medium.com/max/1400/1*uatDz0xckvmYH5h6He6p-Q.jpeg" width="1400"></a></p><p class="medium-feed-snippet">Kolmogorov&#x2013;Smirnov test explained simply with math, Python, and visuals to check if data fits a theoretical distribution</p><p class="medium-feed-link"><a href="https://medium.com/@soulawalid/how-and-when-to-use-kolmogorov-smirnov-test-68b5c7804bfd?source=rss-e41a20d646a8------2">Continue reading on Medium »</a></p></div>]]></description>
            <link>https://medium.com/@soulawalid/how-and-when-to-use-kolmogorov-smirnov-test-68b5c7804bfd?source=rss-e41a20d646a8------2</link>
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            <category><![CDATA[inference-statistics]]></category>
            <category><![CDATA[data-science]]></category>
            <category><![CDATA[kolmogorov-smirnov-test]]></category>
            <category><![CDATA[walid-soula]]></category>
            <category><![CDATA[statistics]]></category>
            <dc:creator><![CDATA[Dr. Walid Soula]]></dc:creator>
            <pubDate>Tue, 16 Sep 2025 09:42:41 GMT</pubDate>
            <atom:updated>2025-09-16T09:42:41.122Z</atom:updated>
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