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<meta name=keywords content><meta name=description content="Helping climate & nature tech startups ship data-intensive solutions (artificial intelligence, machine learning, data science, and advanced analytics).
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"><meta property="og:type" content="website"><meta property="og:url" content="https://yanirseroussi.com/tags/consulting/"><meta name=twitter:card content="summary"><meta name=twitter:title content="Consulting"><meta name=twitter:description content="Helping climate & nature tech startups ship data-intensive solutions (artificial intelligence, machine learning, data science, and advanced analytics).
"></head><body class=list id=top><script>localStorage.getItem("pref-theme")==="dark"?document.body.classList.add("dark"):localStorage.getItem("pref-theme")==="light"?document.body.classList.remove("dark"):window.matchMedia("(prefers-color-scheme: dark)").matches&&document.body.classList.add("dark")</script><header class=header><nav class=nav><div class=logo><a href=https://yanirseroussi.com/ accesskey=h title="Yanir Seroussi | Data & AI for Startup Impact (Alt + H)">Yanir Seroussi | Data & AI for Startup Impact</a><div class=logo-switches><button id=theme-toggle accesskey=t title="(Alt + T)"><svg id="moon" width="24" height="18" viewBox="0 0 24 24" fill="none" stroke="currentcolor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M21 12.79A9 9 0 1111.21 3 7 7 0 0021 12.79z"/></svg><svg id="sun" width="24" height="18" viewBox="0 0 24 24" fill="none" stroke="currentcolor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><circle cx="12" cy="12" r="5"/><line x1="12" y1="1" x2="12" y2="3"/><line x1="12" y1="21" x2="12" y2="23"/><line x1="4.22" y1="4.22" x2="5.64" y2="5.64"/><line x1="18.36" y1="18.36" x2="19.78" y2="19.78"/><line x1="1" y1="12" x2="3" y2="12"/><line x1="21" y1="12" x2="23" y2="12"/><line x1="4.22" y1="19.78" x2="5.64" y2="18.36"/><line x1="18.36" y1="5.64" x2="19.78" y2="4.22"/></svg></button></div></div><button id=menu-trigger aria-haspopup=menu aria-label="Menu Button"><svg width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentcolor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="feather feather-menu"><line x1="3" y1="12" x2="21" y2="12"/><line x1="3" y1="6" x2="21" y2="6"/><line x1="3" y1="18" x2="21" y2="18"/></svg></button><ul class="menu hidden"><li><a href=https://yanirseroussi.com/about/ title=About><span>About</span></a></li><li><a href=https://yanirseroussi.com/posts/ title=Writing><span>Writing</span></a></li><li><a href=https://yanirseroussi.com/talks/ title=Speaking><span>Speaking</span></a></li><li><a href=https://yanirseroussi.com/consult/ title=Consulting><span>Consulting</span></a></li></ul></nav></header><main class=main><header class=page-header><h1>Consulting</h1></header><article class="post-entry tag-entry"><header class=entry-header><h2 class=entry-hint-parent>First year lessons from a solo expertise biz in Data & AI</h2></header><div class=entry-content><p>Reflections on building a solo expertise business in Data & AI, focusing on climate tech startups. Lessons learned from the first year of transition.</p></div><footer class=entry-footer><span title='2024-08-05 08:45:00 +0000 UTC'>August 5, 2024</span></footer><a class=entry-link aria-label="post link to First year lessons from a solo expertise biz in Data & AI" href=https://yanirseroussi.com/2024/08/05/first-year-lessons-from-a-solo-expertise-biz-in-data-and-ai/></a></article><article class="post-entry tag-entry"><header class=entry-header><h2 class=entry-hint-parent>AI/ML lifecycle models versus real-world mess</h2></header><div class=entry-content><p>The real world of AI/ML doesn’t fit into a neat diagram, so I created another diagram and a maturity heatmap to model the mess.</p></div><footer class=entry-footer><span title='2024-07-29 06:00:00 +0000 UTC'>July 29, 2024</span></footer><a class=entry-link aria-label="post link to AI/ML lifecycle models versus real-world mess" href=https://yanirseroussi.com/2024/07/29/ai-ml-lifecycle-models-versus-real-world-mess/></a></article><article class="post-entry tag-entry"><header class=entry-header><h2 class=entry-hint-parent>Mentorship and the art of actionable advice</h2></header><div class=entry-content><p>Reflections on what it takes to package expertise and deliver timely, actionable advice outside the context of employee relationships.</p></div><footer class=entry-footer><span title='2024-04-29 06:30:00 +0000 UTC'>April 29, 2024</span></footer><a class=entry-link aria-label="post link to Mentorship and the art of actionable advice" href=https://yanirseroussi.com/2024/04/29/mentorship-and-the-art-of-actionable-advice/></a></article></main><div class=global-footer><div class=footer><span>Text and figures licensed under <a href=https://creativecommons.org/licenses/by-nc-nd/4.0/ target=_blank rel=noopener>CC BY-NC-ND 4.0</a> by <a href=https://yanirseroussi.com/about/>Yanir Seroussi</a>, except where noted otherwise&nbsp;&nbsp;|</span>
"></head><body class=list id=top><script>localStorage.getItem("pref-theme")==="dark"?document.body.classList.add("dark"):localStorage.getItem("pref-theme")==="light"?document.body.classList.remove("dark"):window.matchMedia("(prefers-color-scheme: dark)").matches&&document.body.classList.add("dark")</script><header class=header><nav class=nav><div class=logo><a href=https://yanirseroussi.com/ accesskey=h title="Yanir Seroussi | Data & AI for Startup Impact (Alt + H)">Yanir Seroussi | Data & AI for Startup Impact</a><div class=logo-switches><button id=theme-toggle accesskey=t title="(Alt + T)"><svg id="moon" width="24" height="18" viewBox="0 0 24 24" fill="none" stroke="currentcolor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M21 12.79A9 9 0 1111.21 3 7 7 0 0021 12.79z"/></svg><svg id="sun" width="24" height="18" viewBox="0 0 24 24" fill="none" stroke="currentcolor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><circle cx="12" cy="12" r="5"/><line x1="12" y1="1" x2="12" y2="3"/><line x1="12" y1="21" x2="12" y2="23"/><line x1="4.22" y1="4.22" x2="5.64" y2="5.64"/><line x1="18.36" y1="18.36" x2="19.78" y2="19.78"/><line x1="1" y1="12" x2="3" y2="12"/><line x1="21" y1="12" x2="23" y2="12"/><line x1="4.22" y1="19.78" x2="5.64" y2="18.36"/><line x1="18.36" y1="5.64" x2="19.78" y2="4.22"/></svg></button></div></div><button id=menu-trigger aria-haspopup=menu aria-label="Menu Button"><svg width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentcolor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="feather feather-menu"><line x1="3" y1="12" x2="21" y2="12"/><line x1="3" y1="6" x2="21" y2="6"/><line x1="3" y1="18" x2="21" y2="18"/></svg></button><ul class="menu hidden"><li><a href=https://yanirseroussi.com/about/ title=About><span>About</span></a></li><li><a href=https://yanirseroussi.com/posts/ title=Writing><span>Writing</span></a></li><li><a href=https://yanirseroussi.com/talks/ title=Speaking><span>Speaking</span></a></li><li><a href=https://yanirseroussi.com/consult/ title=Consulting><span>Consulting</span></a></li></ul></nav></header><main class=main><header class=page-header><h1>Consulting</h1></header><article class="post-entry tag-entry"><header class=entry-header><h2 class=entry-hint-parent>Keep learning: Your career is never truly done</h2></header><div class=entry-content><p>Podcast chat on my career journey from software engineering to data science and independent consulting.</p></div><footer class=entry-footer><span title='2024-08-12 01:30:00 +0000 UTC'>August 12, 2024</span></footer><a class=entry-link aria-label="post link to Keep learning: Your career is never truly done" href=https://yanirseroussi.com/2024/08/12/keep-learning-your-career-is-never-truly-done/></a></article><article class="post-entry tag-entry"><header class=entry-header><h2 class=entry-hint-parent>First year lessons from a solo expertise biz in Data & AI</h2></header><div class=entry-content><p>Reflections on building a solo expertise business in Data & AI, focusing on climate tech startups. Lessons learned from the first year of transition.</p></div><footer class=entry-footer><span title='2024-08-05 08:45:00 +0000 UTC'>August 5, 2024</span></footer><a class=entry-link aria-label="post link to First year lessons from a solo expertise biz in Data & AI" href=https://yanirseroussi.com/2024/08/05/first-year-lessons-from-a-solo-expertise-biz-in-data-and-ai/></a></article><article class="post-entry tag-entry"><header class=entry-header><h2 class=entry-hint-parent>AI/ML lifecycle models versus real-world mess</h2></header><div class=entry-content><p>The real world of AI/ML doesn’t fit into a neat diagram, so I created another diagram and a maturity heatmap to model the mess.</p></div><footer class=entry-footer><span title='2024-07-29 06:00:00 +0000 UTC'>July 29, 2024</span></footer><a class=entry-link aria-label="post link to AI/ML lifecycle models versus real-world mess" href=https://yanirseroussi.com/2024/07/29/ai-ml-lifecycle-models-versus-real-world-mess/></a></article><article class="post-entry tag-entry"><header class=entry-header><h2 class=entry-hint-parent>Mentorship and the art of actionable advice</h2></header><div class=entry-content><p>Reflections on what it takes to package expertise and deliver timely, actionable advice outside the context of employee relationships.</p></div><footer class=entry-footer><span title='2024-04-29 06:30:00 +0000 UTC'>April 29, 2024</span></footer><a class=entry-link aria-label="post link to Mentorship and the art of actionable advice" href=https://yanirseroussi.com/2024/04/29/mentorship-and-the-art-of-actionable-advice/></a></article></main><div class=global-footer><div class=footer><span>Text and figures licensed under <a href=https://creativecommons.org/licenses/by-nc-nd/4.0/ target=_blank rel=noopener>CC BY-NC-ND 4.0</a> by <a href=https://yanirseroussi.com/about/>Yanir Seroussi</a>, except where noted otherwise&nbsp;&nbsp;|</span>
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