Category: Industry collaboration

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NCC Montenegro and ICT Cortex -Unlocking supercomputing opportunities for industry leaders

On December 18, 2024, the NCC Montenegro in collaboration with ICT Cortex, successfully organized an industry-focused workshop “Supercomputing Opportunities for Industry Leaders”. ICT Cortex as a prominent Montenegrin business association, dedicated to fostering ICT companies collaboration and advancing of IT sector and startup ecosystem in Montenegro, making a fitting partner for HPC/AI industry roadshow initiative conducted within the scope of EuroCC2/EuroCC4SEE project.

The workshop introduced participants to the comprehensive training and service portfolio offered by NCC MNE, while emphasizing the real-world benefits and examples of adopting HPC+ technologies. Key highlights of the workshop:

  • Demonstrating how HPC improves efficiency and accelerates innovation across various industry sectors and applications.
  • Showcasing real-world HPC and AI success stories driving significant business benefits.
  • Explaining how HPC4SME Assessment Tool can support Montenegrin SMEs in evaluating their readiness and potential for HPC/AI adoption.
  • Providing insights into EuroHPC Access Calls process and how innovative companies can leverage subsidized supercomputers access to address their computational needs and challenges.

The workshop attracted industry representatives and domain experts, expressing their keen interest in exploring supercomputing access possibilities and utilizing HPC-powered AI models to leverage their business R&D&I needs.

This initiative underscores NCC MNE’s commitment to bridging the gap between advanced computational technologies and industry needs, fostering a culture of innovation and digital competitiveness in Montenegro’s business ecosystem. By collaborating with organizations like ICT Cortex, NCC MNE continues to create valuable opportunities for knowledge sharing and technology transfer, strategic partnerships and industry onboarding.

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Industry Outreach: Exploring HPC Opportunities to Accelerate Innovations across Healthcare, Education and IT

NCC Montenegro is driving forward its mission to foster innovation by leveraging HPC-empowered AI development through strategic collaborations with local companies and startups.

NCC Montenegro conducted initiated consultations with Five Group, one of Montenegro’s leading IT companies specializing in 3D design, gaming, and AI-based systems and discussed HPC resources to boost productivity and support their advanced AI applications. Two potential projects were identified, and pathways for applying to EuroHPC resources were explored. Five Group’s collaboration with the University of Montenegro (UCG) further underscores its dedication to advancing education through appealing innovative solutions

NCC members visited Čikom company, one of the largest IT companies in Montenegro, to explore HPC support for the project related to the AI System for Pathological Analysis of Adenocarcinoma.  NCC Montenegro will provide expert guidance on optimizing computational models to accelerate the project outcomes.

Developed by ONE AI startup and supported by the Innovation Fund, AIHeal project integrates sensor technologies and mobile devices to monitor patient health in real-time. The system enables precise diagnostics, reduces costs, and optimizes health conditions monitoring. Through NCC Montenegro’s support, HPC resources will be explored to enhance AIHeal’s data processing capabilities, ensuring efficient and reliable performance.

With a shared vision for innovation push and technological excellence, these collaborations showcase the potential of HPC and AI in driving advancements that promise to elevate healthcare, education, and industry standards.

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“Generative AI Intelligent Process Automation Platform” project on Leonardo HPC

Uhura Solutions is developing AI platform for document-driven process automation in financial services. The “Generative AI Intelligent Process Automation Platform – GAIPAP” project is a transformative initiative aimed at revolutionizing the financial industry through the integration of advanced AI-driven automation solutions that combine capabilities of Large Language Model (LLM), low-code development, and process automation workflows. This unique fusion of technologies holds the potential to significantly enhance operational efficiency, cost reduction, and customer experience within the financial sector.

An exceptional aspect of the platform is the incorporation of fine-tuned Large language models (LLMs), which sets it apart from generic AI solutions. These LLMs, refined for the financial industry’s unique language, context, and patterns, promise to deliver more precise and relevant insights. The platform’s value proposition is further strengthened by its ability to streamline workflows, offer scalability, real-time data insights, and elevate customer experiences. The integration of a low-code development framework and process automation workflows enables swift prototyping and deployment of AI-driven models, thereby accelerating time-to-market and capitalizing on market opportunities effectively.

The project involves the use of open-source Python libraries and pre-trained Large language models which are fine-tuned on a custom-made private dataset created by the team, allowing for specialized tasks within the financial sector. Leonardo supercomputer enabled us to make a leap with GPU training experiments from 1B to 7B and higher Large language models. We are focusing on various LLM research and optimization methods in this phase of the project, which include hyperparameter tuning, model quantization and pruning, and parameter efficient fine-tuning (PEFT). Special attention is put on dataset preprocessing including quality filtering, deduplication and privacy redacting.

This project, developed and managed by Uhura Solutions, was awarded with 4,500 node hours of GPU resources (8x64GB) on the Leonardo Buster HPC for a duration of 12 months.

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Industry workshop with ICT Cortex: “Supercomputing Opportunities for Industry Leaders”

NCC Montenegro is co-organizing industry-focused workshops and networking events to inspire innovative companies, SMEs and startups to learn how to improve their business processes and accelerate innovations with supercomputing HPC/AI opportunities. NCC experts provide HPC and AI technical expertise and infrastructure access, adjusted to the business environment and industry domains.

In cooperation with ICT Cortex (ICT Cluster for Information Technologies, Innovation, Education, Design and Technology Development in Montenegro)-gathering more than 40 founding members and 1800 IT experts, NCC Montenegro is organizing workshop “Supercomputing Opportunities for Industry Leaders” on 18th of Dec, to present HPC/AI systems and benefits, NCC services and activities, as well as EuroHPC infrastructure opportunities.

Montenegro’s ICT sector has been recognized as the catalyst for the development of an innovative economy and for strengthening the competitiveness and multiple industries. ICT industry is one of the fastest growing sectors in Montenegro accumulating more than €600 in 2022 (vs €124mn in 2012), achieving almost 10% of GDP (vs 4% in 2012) and 21% of country’s total exports (vs 3% in 2017), according to ICT Cortex /CEED Consulting analyses.

We believe that this workshop will increase awareness on HPC&AI opportunities, provide valuable insights and inspirational use cases to the members and partners of ICT Cortex, enabling them to discover supercomputing power to enhance their innovative business and industry competitiveness.

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Lecture by prof Kezunovic from Texas A&M on AI/HPC supported risk management in energy sector

As planned, the invited lecture “Risk Management of Future Large-Scale Electrification” by prof. Mladen Kezunovic took place on 25 October 2024 in Enterpreneurial nest at UDG. Threre was over 60 attendees including students, academics from Montenegrin universities and representatives from the industry. This workshop was organized in the context of HPC4S3ME project and supported by EUROCC NCC Montenegro team.

What are the risks? Methodology for risk management and mitigation? What data do we have and how do we manage all that data? How can AI/ML supported by HPC help?

Dr. Mladen Kezunovic is a University Distinguished Professor at Texas A&M with over 35 years of expertise in power engineering. Renowned globally, Dr. Kezunovic has authored over 600 papers and consulted for 50+ companies worldwide. His extensive research and industry contributions, notably in fault modeling, data analytics, and smart grids, have earned him IEEE Life Fellow status and recognition from the US National Academy of Engineering.

prof. Kezunovic from Texas A&M gave presentation on a nove approach to Risk managemement in energy sector
The workshop took place on 25 october at UDG
Over 60 people attended
How AI/ML supported by HPC can help mitigate risk in energy sector?
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Collaborating for Smarter, Competitive and Sustainable Tourism

The dynamic of digital transformation, adoption of cutting-edge technologies and proliferation of innovative business models, provide Montenegro with strategic opportunities to elevate its tourism sector through data-driven and AI-powered solutions. NCC Montenegro is initiating collaboration with local municipalities and tourist organizations, on Tourism 4.0 project initiatives to optimize visitor experiences, provide smart destination management and promote sustainable tourism.

By leveraging next-generation technologies such as IoT, Computer Vision, Big Data, Artificial Intelligence, Machine Learning, and High-Performance Computing, NCC Montenegro in cooperation with high-tech SME and local municipality, is preparing project initiative on real-time analytics and predictive insights related to tourism dynamic and trends to provide multiple benefits for public authorities, tourist organizations, cultural institutions and local businesses.

By embracing new technologies, advanced data analytics and intelligent modelling key tourism policymakers and stakeholders can achieve multiple benefits. These benefits include data-driven decision making, proactive management of tourist destinations/attractions, efficient resource allocation and capacity planning, better protection/valorization of cultural heritage/sites, increased visitors satisfaction and engagement, tailored offers and targeted marketing by local business, as well as “a-year-round” enhanced tourism strategies. Creating a scalable and collaborative platform for smart tourism management ultimately contributes to attractiveness and competitiveness of the Montenegro tourist destinations.

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The AI Conference on Building a National AI Strategy

The AI Conference, organized by the World Bank on September 24-25, 2024, in Budva, Montenegro, brought together global AI experts, policymakers, and stakeholders from both the public sector and academia to explore the integration of AI into national strategies/policies, government operations, and public services. Representatives from NCC Montenegro actively participated in the two-day workshops, engaging in discussions on AI opportunities, challenges, and practical use cases for public administration. They emphasize the importance of digital upskilling and AI expertise, the need for data repositories and open data policies, and the establishment of advanced computing infrastructure. NCC also elaborated on its activities and efforts in the development of a HPC/AI ecosystem in Montenegro.

Mr. Marash Dukaj, Minister of Public Administration, delivered a welcoming speech recognizing the necessity of AI and its potential to enhance public administration, economic development, and societal progress. He highlighted AI’s ability to enrich citizens’ lives through personalized services, enhanced resource management, business process optimization, and new innovation opportunities. The Ministry of Public Administration, in partnership with the World Bank through the BEST project, is set to develop a strategic roadmap for AI adoption in Montenegro.

Dr. Keegan McBride, lecturer in AI, Government, and Policy at the Oxford Internet Institute, outlined essential AI concepts for public sector implementation. Barbara Ubaldi, Head of the Digital Government and Data Unit at OECD, shared valuable insights from AI strategies in OECD countries, highlighting various public sector AI applications, and lessons learned. AI expert, Varun Hemachandran presented practical examples of AI in government contexts, while Divya Siddarth, Executive Director of the Collective Intelligence Project, stressed the critical role of stakeholder engagement in AI development.

Participants engaged in working groups and brainstorming sessions focused on envisioning a national AI strategy, creating building blocks for AI governance, and addressing potential challenges in administrative services, tax policies, and digital health. The conference provided a dynamic platform for discussing strategic, transparent, and responsible approaches to AI integration in the public sector, fostering valuable knowledge, insights and networking opportunities to advance Montenegro’s AI agenda.

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