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	<title>Bilal Bounajma &#8211; ETH Ambassadors</title>
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	<title>Bilal Bounajma &#8211; ETH Ambassadors</title>
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		<title>6 Months in Bangkok to Launch AI at UNDRR</title>
		<link>https://ethambassadors.ethz.ch/2026/03/19/6-months-in-bangkok-to-launch-ai-at-undrr/</link>
		
		<dc:creator><![CDATA[Bilal Bounajma]]></dc:creator>
		<pubDate>Thu, 19 Mar 2026 09:00:00 +0000</pubDate>
				<category><![CDATA[ETH Studios]]></category>
		<category><![CDATA[Artificial Intelligence]]></category>
		<category><![CDATA[Data Science]]></category>
		<category><![CDATA[United Nations]]></category>
		<guid isPermaLink="false">https://ethambassadors.ethz.ch/?p=10754</guid>

					<description><![CDATA[Bilal Bounajma was the first ever data science and AI intern at UNDRR. Find out how he laid the groundwork for the integration of machine and deep learning in the organisation’s work -- all in the space of 6 months.]]></description>
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<p class="wp-block-paragraph">Almost a year ago, I stumbled upon an Instagram post from ETH Zurich about an internship offer for the United Nations Office in Bangkok, more precisely at UNDRR (Disaster&nbsp;Risk Reduction). The 21-year-old, applied Maths master’s student I was at the time, with close to no professional experience, did not think for a minute I had a chance. For some reason I decided to I read the offer and noticed met all the requirements, so I gave it a shot.</p>



<details class="wp-block-details is-layout-flow wp-block-details-is-layout-flow"><summary><strong>About the UNDRR</strong></summary>
<p class="wp-block-paragraph"></p>



<p class="has-text-align-left wp-block-paragraph">UNDRR (United Nations office for Disaster Risk Reduction) is a branch of the UN secretariat that leads the cooperation effort for the International Strategy for Disaster Reduction. Its main current mission is the implementation of the Sendai framework, which is a global plan of action agreed upon by the UN General Assembly&nbsp;in 2015 for the next 15 years (2015-2030).</p>



<p class="has-text-align-left wp-block-paragraph">The headquarters of UNDRR are in Geneva and regional offices around the world (Nairobi for Africa, Panama City for the Americas,&nbsp; Cairo for the Arab States,&nbsp;Bangkok for Asia-Pacific, and Brussels for&nbsp; Europe)&nbsp;cooperate with local governments and NGOs to implement the Sendai framework.</p>



<p class="has-text-align-left wp-block-paragraph"><mark style="background-color:rgba(0, 0, 0, 0)" class="has-inline-color has-black-color">The Information Design and Technology Solutions team (which was my team) is a part of the Communication section which is scattered over Geneva, Bonn and Bangkok. Our work was to offer the technical solutions and support needed both by members states and the rest of the UN to coordinate international efforts in DRR.&nbsp;</mark></p>



<p class="wp-block-paragraph">Useful links: <a href="https://www.undrr.org/our-work" target="_blank" rel="noopener">https://www.undrr.org/our-work</a><br><a href="https://www.undrr.org/implementing-sendai-framework/what-sendai-framework" target="_blank" rel="noopener">www.undrr.org/implementing-sendai-framework/what-sendai-framework</a></p>
</details>



<p class="wp-block-paragraph"></p>



<p class="wp-block-paragraph"></p>



<p class="wp-block-paragraph">I applied internally with the ETH Studios, passed this first screen, then with the UN, got the interview, did the interview, got the position, each step being a complete surprise for me and I still was a bit baffled (and jet-lagged) on my first day in office in September. Everything was new (and a bit scary) to me and the onboarding process was a lot to assimilate.</p>



<figure class="wp-block-image size-large"><img fetchpriority="high" decoding="async" width="1024" height="576" src="https://ethambassadors.ethz.ch/wp-content/uploads/2026/03/Picture-2-1024x576.jpeg" alt="" class="wp-image-10758" srcset="https://ethambassadors.ethz.ch/wp-content/uploads/2026/03/Picture-2-1024x576.jpeg 1024w, https://ethambassadors.ethz.ch/wp-content/uploads/2026/03/Picture-2-300x169.jpeg 300w, https://ethambassadors.ethz.ch/wp-content/uploads/2026/03/Picture-2-768x432.jpeg 768w, https://ethambassadors.ethz.ch/wp-content/uploads/2026/03/Picture-2-1536x864.jpeg 1536w, https://ethambassadors.ethz.ch/wp-content/uploads/2026/03/Picture-2-2048x1152.jpeg 2048w, https://ethambassadors.ethz.ch/wp-content/uploads/2026/03/Picture-2-512x288.jpeg 512w, https://ethambassadors.ethz.ch/wp-content/uploads/2026/03/Picture-2-1280x720.jpeg 1280w, https://ethambassadors.ethz.ch/wp-content/uploads/2026/03/Picture-2-1320x743.jpeg 1320w" sizes="(max-width: 1024px) 100vw, 1024px" /><figcaption class="wp-element-caption">A few of my friends from the UN. Photo credit: Bilal Bounajma</figcaption></figure>



<p class="wp-block-paragraph">I would describe this internship as a double way learning and teaching experience: I learned from my supervisors and my team (the Tech &amp; Design team of UNDRR) how a big international agency works, and what current technologies are used in disaster mitigation. In turn, I got to teach them a bit about I learned at ETH: neural networks, LLMs, reinforcement learning… and how these tools can be used in the organisation.</p>



<p class="wp-block-paragraph">As I was the first ever data and AI intern, I had to build from scratch with minimal resources and no pre-existing workflows. We figured out a lot of things on the go. The arrival of two other new interns at the same position as me, one of whom is also an ETH student, helped to speed up our work.</p>



<figure class="wp-block-image size-large"><img decoding="async" width="1024" height="768" src="https://ethambassadors.ethz.ch/wp-content/uploads/2026/03/Picture-5-1024x768.jpeg" alt="" class="wp-image-10759" srcset="https://ethambassadors.ethz.ch/wp-content/uploads/2026/03/Picture-5-1024x768.jpeg 1024w, https://ethambassadors.ethz.ch/wp-content/uploads/2026/03/Picture-5-300x225.jpeg 300w, https://ethambassadors.ethz.ch/wp-content/uploads/2026/03/Picture-5-768x576.jpeg 768w, https://ethambassadors.ethz.ch/wp-content/uploads/2026/03/Picture-5-1536x1152.jpeg 1536w, https://ethambassadors.ethz.ch/wp-content/uploads/2026/03/Picture-5-512x384.jpeg 512w, https://ethambassadors.ethz.ch/wp-content/uploads/2026/03/Picture-5-1280x960.jpeg 1280w, https://ethambassadors.ethz.ch/wp-content/uploads/2026/03/Picture-5-1320x990.jpeg 1320w, https://ethambassadors.ethz.ch/wp-content/uploads/2026/03/Picture-5.jpeg 1600w" sizes="(max-width: 1024px) 100vw, 1024px" /><figcaption class="wp-element-caption">Financing climate resilience event with Maldives government. Photo credit: UN ESCAP.</figcaption></figure>



<p class="wp-block-paragraph">I primarily worked on two projects: a machine learning based catastrophic model for fragility assessment during seismic events, which I did alone, and a RAG chatbot based on UNDRR, with 3 other people. We were able to deliver working Proof Of Concepts for both, which was a big success given our modest beginnings. I was also the first presenter of a series of webinars about AI related topics, which are still delivered weekly to the entire UNDRR staff to this day.&nbsp;</p>



<p class="wp-block-paragraph">This goes in hands with what I would consider as my biggest accomplishment during this internship: planting the seeds of a proper machine and deep learning service at UNDRR (which was the vision our team’s boss had in mind when creating the internship offers). By the end of my six months, the proof of concept opened up opportunities for potential partnerships and funding to continue the work. A new ETH student is also starting her internship right when I finish and I personally see a real potential in a closer ETH/UNDRR partnership.<br></p>



<figure class="wp-block-image size-large is-resized"><img decoding="async" width="576" height="1024" src="https://ethambassadors.ethz.ch/wp-content/uploads/2026/03/Picture-4-576x1024.jpeg" alt="" class="wp-image-10757" style="width:571px;height:auto" srcset="https://ethambassadors.ethz.ch/wp-content/uploads/2026/03/Picture-4-576x1024.jpeg 576w, https://ethambassadors.ethz.ch/wp-content/uploads/2026/03/Picture-4-169x300.jpeg 169w, https://ethambassadors.ethz.ch/wp-content/uploads/2026/03/Picture-4-768x1365.jpeg 768w, https://ethambassadors.ethz.ch/wp-content/uploads/2026/03/Picture-4-864x1536.jpeg 864w, https://ethambassadors.ethz.ch/wp-content/uploads/2026/03/Picture-4-1152x2048.jpeg 1152w, https://ethambassadors.ethz.ch/wp-content/uploads/2026/03/Picture-4-512x910.jpeg 512w, https://ethambassadors.ethz.ch/wp-content/uploads/2026/03/Picture-4-1280x2276.jpeg 1280w, https://ethambassadors.ethz.ch/wp-content/uploads/2026/03/Picture-4-1320x2347.jpeg 1320w, https://ethambassadors.ethz.ch/wp-content/uploads/2026/03/Picture-4-scaled.jpeg 1440w" sizes="(max-width: 576px) 100vw, 576px" /><figcaption class="wp-element-caption">Bangkok Chinatown during lunar new year. Photo credit: Bilal Bounajma.</figcaption></figure>



<p class="wp-block-paragraph">On a personal level, those past 6 months were an amazing adventure, full of new people from all over the world and travels around Thailand and Asia in general. Bangkok ended up feeling like home and coming back to Switzerland and its 9 million people (half of the population of metropolitan Bangkok) will certainly be quite the change; that and the price of groceries!</p>



<p class="wp-block-paragraph">It feels like I took off for BKK airport only two weeks ago but in the meantime, the person I am now is fundamentally different from the student who arrived a bit late to work with his brand-new suit in September. I guess this is how growing up feels like.</p>



<figure class="wp-block-image size-large is-resized"><img loading="lazy" decoding="async" width="768" height="1024" src="https://ethambassadors.ethz.ch/wp-content/uploads/2026/03/Picture-6-768x1024.jpeg" alt="" class="wp-image-10756" style="width:840px;height:auto" srcset="https://ethambassadors.ethz.ch/wp-content/uploads/2026/03/Picture-6-768x1024.jpeg 768w, https://ethambassadors.ethz.ch/wp-content/uploads/2026/03/Picture-6-225x300.jpeg 225w, https://ethambassadors.ethz.ch/wp-content/uploads/2026/03/Picture-6-1152x1536.jpeg 1152w, https://ethambassadors.ethz.ch/wp-content/uploads/2026/03/Picture-6-512x683.jpeg 512w, https://ethambassadors.ethz.ch/wp-content/uploads/2026/03/Picture-6.jpeg 1200w" sizes="auto, (max-width: 768px) 100vw, 768px" /><figcaption class="wp-element-caption">Wat Arun temple by night. Photo credit: Bilal Bounajma.</figcaption></figure>



<h2 class="wp-block-heading"><strong>ETH Studios</strong></h2>



<p class="wp-block-paragraph">ETH Studios are global innovation outposts where ETH students tackle real-world challenges alongside companies, researchers, and startups. Whether in <a href="https://ethz.ch/en/the-eth-zurich/global/network/eth-studios/eth-studio-new-york.html" target="_blank" rel="noopener">New York</a>, <a href="https://ethz.ch/en/the-eth-zurich/global/network/eth-studios/eth-studio-heilbronn.html" target="_blank" rel="noopener">Heilbronn</a>, <a href="https://ethz.ch/en/the-eth-zurich/global/network/eth-studios/eth-studio-davos.html" target="_blank" rel="noopener">Davos</a>, or at the experimental <a href="https://ethz.ch/en/the-eth-zurich/global/network/eth-studios/eth-studio-x.html" target="_blank" rel="noopener">StudioX</a>, students gain entrepreneurial and interdisciplinary experience while contributing to sustainable and tech-driven solutions.</p>



<p class="wp-block-paragraph">Contact <a href="mailto:eth-studios@ethz.ch">eth-studios@ethz.ch</a> if you are interested in more information on and about the ETH Studios.<br></p>
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