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Ashish Umre

Head of Artificial Intelligence (VP) / Innovation Leader at AXA XL | AI Scientist | Board Advisor | Keynote Speaker | Startup Mentor

Ashish Umre is an accomplished professional with over 20 years of experience in innovation, product development, and analytics, primarily in academic and industrial settings. He currently serves as an Industry Mentor and Advisor at the Data-Intensive Science Centre (DISCUS) at the University of Sussex. In addition to his role at DISCUS, he is the Head of Artificial Intelligence at AXA XL, where he focuses on applying AI and machine learning to enhance insurance technology.

Umre's expertise encompasses various domains, including complex systems, reinforcement learning, and responsible AI. His background reflects a strong commitment to integrating advanced analytics into practical applications, particularly in the context of climate and biodiversity initiatives, as evidenced by his recent contributions to reports on these topics.12

Highlights

Nov 23 · linkedin

New research, "Semantic Segmentation of Methane Plumes with Hyperspectral Machine Learning Models" 🛰️, has just been published in the Nature Scientific Reports journal.

📜 Paper: https://lnkd.in/e2eEVKrB

💻 Code: https://lnkd.in/ewSPjg4G (contains the pre-trained models and several Colab demo notebooks to try out)

💾 Data: https://lnkd.in/eQjSdJ62 (fully open-source data to hopefully support your next research project in this field 🙂)

The authors present labelled #hyperspectral data from the AVIRIS-NG sensor and provide simulated multispectral WorldView-3 views of the same data to allow for model benchmarking across hyperspectral and #multispectral sensors.

Another paper relevant in this area: MethaneMapper: Spectral Absorption Aware Hyperspectral Transformer for Methane Detection (https://lnkd.in/eZzY_gZN)

#ghgemissions #methaneemissions #geospatialdata #COP28 #machinelearning #GeospatialAI

Nov 17 · linkedin

https://lnkd.in/ecNdAXH8

European Commission opens access to EU supercomputers to speed up artificial intelligence development.

Exciting News for European AI Innovation! The European Commission and #EuroHPC JU announced a major stride in supporting AI startups, SMEs, and the broader AI community through the EU AI Start-Up Initiative.

Access to Europe's state-of-the-art supercomputers, including LEONARDO, #LUMI, and #MareNostrum5, is now open to accelerate AI training and will be crucial in developing foundational AI models along with consortium exascale supercomputers JUPITER and JULES VERNE. This commitment, part of the EU's larger goal, was unveiled at the fourth AI Alliance Assembly in Madrid.

Next steps include launching the Large AI Grand Challenge, facilitating #ethicalAI startup access to European supercomputers, and advancing activities to foster #trustworthyAI. Additionally, proposed changes to EuroHPC JU regulations aim to ensure sustainable access for European AI start-ups.

#supercomputing #innovation #AI

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Ashish Umre
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Location

Brighton, England, United Kingdom