CMU Portugal joins Bauhaus of the Seas discussion at an international conference

The 1st Bauhaus of the Seas conference took place on May 20th and gathered at MAAT, the Lisbon Museum of Art, Architecture and Technology, distinguished speakers from all over the globe involved in the New European Bauhaus (NEB) Initiative, a movement aimed at improving the quality of life of European citizens and promoting a more sustainable society. The Bauhaus of the seas, an initiative led by CMU Portugal co-director Nuno Nunes, aims to promote renewed ethical and aesthetic regenerative development from a widely diverse range of dimensions of our continued relationship with the sea.

The CMU Portugal Program was delighted to join Instituto Superior Técnico, Câmara Municipal de Lisboa and MAAT in the organization of the mix format of onsite and online conference. The international event was split in 10 sessions, over 9 hours of live transmission at the Bauhaus of the Seas Youtube,  with more than 50 speakers joining in person or via zoom and with +600 registrations from all over the world.

Cortesia Fundação EDP. Fotografia de Francisco CraveiroCourtesy of EDP Foundation. Francisco Craveiro photo

The welcome session started with some words from Beatrice Leanza, MAAT’s executive director and Nuno Nunes, Professor at Técnico. They were joined by Catarina Vaz Pinto, the City of Lisbon’s Councillor for Culture and two ministers of the Portuguese Republic: Graça Fonseca, the Minister of Culture and Manuel Heitor, the Minister of Science, Technology and Higher Education.

The Conference continued with greetings from the European Commissioner for Cohesion and Reforms Elisa Ferreira, and Themis Christophidou, the European Commission’s Director-General for Education and Culture.

Afterward Ruth Reichstein, Advisor at the European Commission Presidential Advisory Board on Green Deal and New European Bauhaus, introduced the European Commission’s vision for the New European Bauhaus, and the architect Miguel Figueira presented a proposal for a “Bauhaus of the Seas School Ship”.

To continue the discussion, the Conference selected a wide range of designers, scientists and researchers that will contribute from now onwards to Developing the vision of a Bauhaus of the Seas.

Courtesy of EDP Foundation. Francisco Craveiro photo

Before the lunch break, officials from European universities and cities introduced the topic “Institutional Involvement”, focusing on what it takes to make the Bauhaus of the Seas a reality.


Courtesy of EDP Foundation. Francisco Craveiro photo

In the afternoon, five parallel Roundtable Discussions, invited experts from various disciplines to debate design approaches sparked by the Bauhaus of the Seas. By the end of the Roundtables, a summary of their discussions was held at the main stage.

Courtesy of EDP Foundation. Francisco Craveiro photo

Just before the closing session one of the most expected presentations of the day, Paola Antonelli, Senior Curator of MoMA’s Department of Architecture & Design, delivered the event’s keynote lecture.

Finally, to close the day, Gonçalo Byrne, President of the Order of Architects left some words in person and Luigi Brugnaro, Italian Minister of University and Research and Cristina Messa, Italian Minister of University and Research sent us a video message on the involvement of Italy and Venice in this initiative. Together with Lisbon, Venice will be one of the cities adhering to the “New European Bauhaus” initiative, launched by the European Commission to redesign the cities of the future in an eco-sustainable, accessible and green key, with the support of EU funding (news article in Live Comune Venezia)

To highlight the commitment of the Municipality of Lisbon, the last speaker was Miguel Gaspar, Councilor of the Municipality of Lisbon, that referred to the City as one of the NEB’s Lighthouses.

For the full session please watch the video at Bauhaus of the Seas Youtube.

More about the New European Bauhaus and Bauhaus of the Seas

Nuno Jardim Nunes, CMU Portugal Co-Director since 2018, president of ITI/ LARSyS, and Head of IST Department of Computer Science and Engineering leads the working group from Técnico that the European Commission has selected as one of the official partners of the New European Bauhaus (NEB) initiative. This creative initiative is a bridge between the world of science and technology and the world of art and culture.

“Técnico is very well positioned to contribute to NEB’s technological solutions. We are very strong in areas such as digital technologies, mobility, new materials, energy, sustainability, circular economy, innovation, etc. This initiative will allow us to put this knowledge at the service of new citizenship, in the context of a network created from the coastal urban environments and the challenges of our relationship with the sea”, said Professor Nuno Nunes, in an interview shared at Técnico website on the Bauhaus of the Seas initiative where he also highlighted that “Lisbon can be one of the first Lighthouse Cities of the NEB initiative at European level and Técnico can be one of the leading European academic institutions”.

According to Nunes, considering the importance that NEB has gained “many opportunities will come from this partnership. In addition to the main funding call, which will finance the five European networks, “other funding opportunities of great importance will be available for almost all Técnico research units”.

More at: https://tecnico.ulisboa.pt/en/news/tecnico-becomes-a-partner-of-the-new-european-bauhaus-initiative/

2nd UxD Talk with Lining Yao (CMU): “Making Active Materials Green: Morphing Matter for Sustainability”

Lining Yao, Assistant Professor of the Human-Computer Interaction Institute (HCII) at Carnegie Mellon University and director of the Morphing Matter Lab hosted on May 20th the second Webinar of the series “User Experience Design Talks @CMU Portugal”.

The introduction to the session and presentation of the UxD Advanced Training Program expected to be launched in a near future was led by Nuno Nunes, National Director of the CMU Portugal Program and a senior researcher in the area of Human Computer Interaction. Diogo Cabral,  Interactive Technologies Institute, Instituto Superior Técnico, welcomed the participants and introduced Professor Lining Yao, who in addition to her role as CMU Professor leads the Morphing Matter Lab, a lab focused on developing materials, tools, and applications of adaptive, dynamic and intelligent morphing matter from nano to macro scales. Lining and her lab work anti-disciplinarily, publishing and exhibiting across science, engineering, design and art. Lining gained her PhD at MIT Media Lab, where she combined biological and engineering approaches to develop physical materials with dynamic and tunable properties including shape, color, stiffness, texture and density.

Under this talk Lining Yao spoke about her and efforts to build, or rebuild, a harmonious relationship between technology and environment, humankind and nature. She started by approaching different morphing mechanisms in natural seeds and microorganisms, and ended with an ecological vision of the future empowered by morphing materials. According to Yao, Nature has engineered many morphing materials for the sake of survival, and it is important to learn from nature, how biodegradable morphing mechanisms are developed to save our planet’s energy consumption and carbon emissions.

The third and last talk of this series of Webinars will take place on June 1st, 3 pm (Lisbon)/ 10 am (Pittsburgh) , by Gierad Laput Research and Engineering Manager at Apple, entitled “Context-Driven Implicit Interactions”.More at the event page

Registration is free but mandatory: online form. All participants will receive the login credentials the day before the event.

These Sessions will take place between April and June under the Advanced Training Programs in User Experience Design of the CMU Portugal Program, which is planned to start in 2021.

More about the previous Talk:

Session 1: John Zimmerman (CMU HCI Institute) “Designing Systems that Blend Human and Machine Intelligence”

John Zimmerman (CMU) hosted the first Webinar of the series “User Experience Design Talks @CMU Portugal”

Over 130 participants attended the CMU Portugal Webinar hosted by John Zimmerman, Tang Family Professor of HCI and AI at Carnegie Mellon’s HCI Institute hosted on April 27th. This first session launched the series of Webinars “User Experience Design Talks @CMU Portugal” that will take place between April and until June under the Advanced Training Programs in User Experience Design of the CMU Portugal Program, which is planned to start in 2021.

The introduction to the session and presentation of the UxD Advanced Training Program that will start in a near future was led by Nuno Nunes, National Director of the CMU Portugal Program and a senior researcher in the area of Human Computer Interaction. João Guerreiro, Assistant Professor at the Informatics Department at Faculdade de Ciências da Universidade de Lisboa and one of the Faculty members of the UxD Course, welcomed the participants and introduced Professor John Zimmerman, a renowned interaction designer and researcher with more than 20 years of experience designing and researching human-AI interaction.

The talk “Designing Systems that Blend Human and Machine Intelligence” offered a view of how AI Innovation is now focused on creating intelligent tools for professional of different areas of activity including health. For example, clinicians increasingly interact with intelligent tools that aid diagnosis or that predict prognosis however many of these systems fail when they move from the lab to the real world, often for problems with human-AI interaction.
In this talk John Zimmerman explored how innovation teams can better situate AI systems and how professionals experience intelligent tools as valuable and meaningful.

For the full session please watch the video:

Bio
John Zimmerman is the Tang Family Professor of HCI and AI at Carnegie Mellon’s HCI Institute. He has 20 years of experience designing and researching human-AI interaction. His current areas of research includes intelligent systems for professionals, interaction with social robots that function as proxy people, and how designers can better engage with AI as a design material. He teaches courses in UX design, service design, and design of AI products and services.

Next Talks:

  • Session 2: May 18 at 3 pm.(Lisbon)/ 10 am (Pittsburgh)
    “Making Active Materials Green: Morphing Matter for Sustainability”
    Lining Yao is an Assistant Professor of Human-Computer Interaction Institute (HCII) at Carnegie Mellon University, School of Computer Science, directing the Morphing Matter Lab.
    More at the event page
  • Session 3: June 1st at 3 pm.(Lisbon)/ 10 am (Pittsburgh)
    TBA
    Gierad Laput, Research and Engineering Manager at Apple

Registration is free but mandatory: online form. All participants will receive the login credentials the day before the event.

“User Experience Design Talks” by @CMUPortugal will take place between April and June

The Carnegie Mellon Portugal Program will organize between April and June of 2021  a series of webinars entitled “User Experience Design Talks @CMU Portugal”. This initiative follows the success of the Data Science Talks @CMUPortugal that took place in early 2021, gathering more than 200 participants.

The webinar series’ primary goal is to anticipate some of the main topics that will be discussed in the Advanced Training Program in UxD, built in partnership with Faculdade de Ciências e Tecnologia da Universidade Nova de Lisboa (FCT NOVA), Faculdade de Ciências da Universidade de Lisboa (FCUL), Instituto Superior Técnico and the Carnegie Mellon HCI Department. The Advanced Training Program in User Experience Design aims to educate and qualify active agents, aspirants or well-established professionals, as well as researchers and academics in the area of Human-Computer Interaction, in an interdisciplinary, structured and stimulant learning environment.

The three sessions will be hosted by speakers from Carnegie Mellon University and will be held online, offering a look into some cutting-edge topics in research and innovation in HCI that will be later on adressed under the CMU Portugal Advanced Training Program in UxD.

User Experience Design Talks @CMU Portugal” and “Data Science Talks @CMUPortugal”, are conducted under the Advanced Training Programs in User Experience Design and Data Science which are planned to start in 2021.

Registration is free but mandatory: online form. All participants will receive the login credentials the day before the event.

AGENDA

  • Session 1: April 27 at 3 pm (Lisbon)/ 10 am (Pittsburgh)
    “Designing Systems that Blend Human and Machine Intelligence” John Zimmerman, Tang Family Professor of HCI and AI at Carnegie Mellon’s HCI Institute
    More at the event page.
  • Session 2: May 18 at 3 pm.(Lisbon)/ 10 am (Pittsburgh)
    “Making Active Materials Green: Morphing Matter for Sustainability”
    Lining Yao is an Assistant Professor of Human-Computer Interaction Institute (HCII) at Carnegie Mellon University, School of Computer Science, directing the Morphing Matter Lab.
    More at the event page
  • Session 3: June 1st at 3 pm.(Lisbon)/ 10 am (Pittsburgh)
    “Context-Driven Implicit Interactions” by Gierad Laput, Research and Engineering Manager at Apple
    More at the event page

The External Review Committee speaks of a “very positive impact that will probably persist and spread for decades”

Over three days, from the 25th to the 27th January 2021, the CMU Portugal Program hosted its External Review Committee Meeting (ERC) to evaluate the Program’s overall performance between 2018 and 2020, analyzing in detail the outcomes and achievements of the international Partnership. The External Review Committee is appointed by the Fundação para a Ciência e Tecnologia (FCT). This committee reviews the yearly activities implemented by the CMU Portugal Program in general and has an advisory role oriented towards the independent evaluation of the activities of the Program. The CMU Portugal ERC members elected for CMU Portugal 3rd phase are: Sir John O’Reilly as Chair (UCL, UK and A* STAR Singapore; John Guttag (MIT, USA); Fernando Pereira (Google, USA); Yvonne Rogers (UCL, UK); Giulio Sandini (IIT, Italy); and Ali Sayed (EPFL, Switzerland).

The meeting was held online through videoconference, given the constraints inherent to the on-going COVID-19 Pandemic situation. During three consecutive days, the ERC members had the opportunity to interact with program participants as well as senior representatives of the funding organizations, the Board of Directors and other key stakeholders.

On the first two-days, the Principal investigators in Portugal and at CMU and the industry promoters had the opportunity to present the CMU Portugal recent research initiatives, namely the 7 Exploratory Research Projects 2019 and the 12 Large Scale Collaborative Projects. On the first day, there was also a meeting with some participants of our talent development initiatives, including dual-degree students and alumni and past participants of the visiting Faculty and researchers program.

The last day of the event was reserved for a meeting with the board of directors of the CMU Portugal Program – to whom the ERC reports its assessment of the Program directly- and with the Minister of Science, Technology and Higher Education, Manuel Heitor.  Overall, the 3-day virtual event engaged nearly 100 students, investigators, and companies’ representatives.

As a result of these extensive interactions and the assessment of the extensive written report that the ERC received in advance from the CMU Portugal Directors, it was pointed out that “the collaboration between FCT and ANI, working with the Directors coordinating this third phase of the program, had achieved a high degree of industrial participation both in terms of sectors and individual companies represented, many new to the program or to collaborating in research with universities at this level.” This acknowledgment is the result of the work done to accomplish the mission of the CMU Portugal Program for this 3rd phase that is to place Portugal at the forefront of research and technological development in the area of ICT, by promoting an innovation ecosystem with a tight coupling between cutting-edge research, world-class graduate education, and highly innovative companies in the data-driven economy.

According to the ERC, the overall balance is exceptionally positive namely in fostering innovative research in ICT both in Academia and Industry inn Portugal, with potential to go even further. The evaluation panel also highlighted the important role of the Dual Degree Ph.D. Program referring that along with the industry collaboration they “play a seminal part in the ICT research, innovation and enterprise ecosystem in Portugal by giving participants at one and the same time the opportunity to act both as research performing agents contributing to the desired societal/industrial objectives and outcomes while progressing their further professional development as top-tier individual researchers gaining experience both in Portugal and in Carnegie Mellon University in the USA.“

In conclusion, the ERC stated, “we already see very positive impact and believe this will persist and perhaps spread for decades.”

The full ERC’s public report is already available on our website.

The CMU Portugal Program leadership would like to thank all those who participated in the ERC Meeting. The network built throughout this 3rd phase is an essential part not only of this evaluation result, but of all the outcomes and achievements that the CMU Portugal program has accomplished and will hopefully keep on building in the following years.

 

Over 50 participants joined the Info Session: “How to apply to a CMU Portugal Affiliated Ph.D. Program Scholarship”

The CMU Portugal online Info Session “How to apply to a CMU Portugal Affiliated Ph.D. Program Scholarship” was a meeting point for future candidates to learn more about the application process and discuss any potential questions and concerns. The event counted with 52 potential candidates.

The session was moderated by the Program Executive Director in Portugal, Sílvia Castro, who began by presenting the two National Directors of the Program, Inês Lynce and Nuno Nunes, who welcomed the participants and pointed out the importance of this recently launched initiative. This is the first edition of the “Affiliated Ph.D. Programswhich offers up to 12 Scholarships for the 2021/2022 academic year hosted by Portuguese Universities with a research period of up to 12 months at Carnegie Mellon University in Pittsburgh.

The Program’s presentation was led by João Fumega, CMU Portugal Education Officer, who went through the main requirements to apply to the currently open Call for up to 12 scholarships under CMU Portugal. Further information about the Call is available here.

At the end of the session, Megan Flohr, the CMU Portugal Associate Director at CMU, spoke about the supervision requirements at CMU under this Call, the support available by the CMU Portugal Coordination office in Pittsburgh and shared valuable tips on how to take the best of the experience in Pittsburgh.

Maria Casimiro, a CMU Portugal Dual degree student from the 2019 Class in Software Engineering, was also a panelist and shared her experience as a Ph.D. student at CMU. She interacted with the participants giving tips about living expenses in Pittsburgh and showed herself available to answer to potential students’ future questions.

For more information please visite our FAQs Page.

 

 

The 3rd @CMUPortugal Data Science Talk highlighted Social, Cultural and Political Biases through the Lens of NLP

Ashique Khudabukhsh is a Project Scientist at the Language Technologies Institute from Carnegie Mellon University (CMU) whose current research lies at the intersection of NLP and AI for Social Impact. In this field, he takes a particular interest in analyzing globally important events in South East Asia and developing methods for noisy social media texts generated in this linguistically diverse region. Another broad focus of his research is US politics involving devising novel methods to quantify, interpret and understand political polarization.

These were, in fact, some of the topics focused under the talk “Social, Cultural and Political Biases through the Lens of NLP” which had three main parts, centered on broad lines of NLP to address:

Cultural and social biases in popular Bollywood and Hollywood movies.
The first part of the talk approached a broad range of NLP techniques to uncover subtle social and cultural biases present in popular entertainment. Beyond occupational stereotypes and gender representation, the study looked at social signals such as son’s preference, retrograde social practices, and bias towards lighter skin color in popular Bollywood movies spanning seven decades and contrasting with similar corpora of Hollywood and world movies.

The long-standing international conflict between the two nuclear adversaries India and Pakistan
The second part of the talk examined what the speaker named as hostility-diffusing, peace-seeking hope speech in the context of the 2019 India-Pakistan conflict. The research tackled several practical challenges that arise from multilingual texts and demonstrate how novel methods can effectively extend linguistic resources (e.g., content classifier, labeled examples) from a world language (e.g., English) to a low-resource language (e.g., Hindi).

The current US political crisis.
The final part of the talk presented a new methodology that offers a fresh perspective on interpreting and understanding political and ideological biases through machine translation. The data set consists of more than 85 million comments on over 200K news videos uploaded by the official YouTube channels of four major US cable news networks. Focusing on a year that saw a raging pandemic, sustained worldwide protests demanding racial justice, an election of global consequence, and a far-from-peaceful transfer of power, the research showed that the used method could light on the deepening political division in the US.

Ashique Khudabukhsh (CMU) joined the group of speakers who have participated in the series of webinars entitled “Data Science Talks @ CMU Portugal” organized in the framework of the Advanced Training Program in Data Science and Machine Learning of the CMU Portugal Program, which is planned to start in 2021

If you weren’t able to watch the session, here’s the link:

Previous Data Science Talks @CMU Portugal
Conversational Assistants for Complex Search Tasks” by Jamie Callan
AI Learns to Race: Machine Learning for Autonomous Driving” by Eric Nyberg

More than 150 participants gathered for fruitful discussion with Jamie Callan

The CMU Portugal Program launched on January 28th the first Talk of its series of webinars “Data Science Talks @ CMU Portugal”, organized in the framework of the Advanced Training Program in Data Science and Machine Learning  which is planned to start in 2021. Jamie Callan, Professor and Interim Director of the CMU Language Technologies Institute, led the first presentation “Conversational Assistants for Complex Search Tasks”. The fruitful discussion approached the impact and development of new and complex conversational assistants, most specifically the TREC Conversational Assistance Track (CAsT), an international forum for research on next-generation conversational assistants that support complex information seeking.

The session started with a brief introduction by João Fumega, CMU Portugal Education Officer, followed by João Magalhães, CMU Portugal Faculty member at FCT UNL and one of the leading Faculty of the CMU Portugal Advanced Training Program in Data Science and Machine Learning.

Briefly, CAsT conversations are 8-12 questions that model a person learning about a topic, for example Cancer, the US electoral college, or the Bronze Age collapse.  During the talk, Jamie presented the characteristics and functionalities of successful CAsT systems allowing them to share their questions.

If you weren’t able to participate, here’s the full session video:

 

CMU Portugal Session at Ciência 2020 Summit

On November 4th, the CMU Portugal Program held the Session “CMU Portugal – Defining New Frontiers in Technology Within the Health Sector” at Ciência 2020 Summit, the central Science Conference in Portugal promoted by the Ministry of Science Technology and Higher Education (MCTES) along with Fundação para a Ciência e Tecnologia (FCT). This year the annual event was mostly remote due to the current pandemic situation and limited seats were available.

However, the Program was able to host a very fruitful discussion that included presentations from 3 (three) representatives of our new Large-Scale Collaborative Research projects related to the Health Sector.

The session started with a brief presentation from Rodrigo Rodrigues, CMU Portugal National Director, who introduced first-hand the CMU Portugal new Institutional Video for a quick overview of the Program and all its initiatives.

Rodrigo Rodrigues continued with a brief introduction of the 19 new projects developed under the Program and the Education Initiatives’ scope, reminding that a Call for Dual-Degree PhDs is currently open.

Next, it was time for the project presentations, starting with:

Carmel Majidi, CMU Professor in Mechanical Engineering and a long-time CMU Portugal collaborator, PI at the Stretchtonics Entrepreneurial Research Initiative (ERI) and now at the flagship project, WoW – Wireless biOmonitoring stickers and smart bed architecture: toWards Untethered Patients. He is also a supervisor of several CMU Portugal Dual-Degree Ph.D. students. Carmel Majidi spoke about the CMU Portugal projects. Majidi’s involvement focuses mostly on hardware architectures and fabrication methods that allow robots and machines to behave like soft biological organisms and be safe for contact with humans. His research work is currently dedicated to developing unique combinations of mechanical, electrical, and thermal properties that can function as “artificial” skin, nervous tissue, and muscle for soft robotics and wearables.

Francisca Leite, from Hospital da Luz Learning Health, an Industrial Co-Promoter of the CMU Portugal Flagship project IntelligentCare – Intelligent Multimorbidity Management System – followed next with a presentation of the project strategy and goals for the next three years. According to her, “Artificial Intelligence puts us more in control of our health,” and the IntelligentCare project aims at doing exactly that. The main goal is to develop a patient-centric and personalized tool to manage multimorbidity using analytical methods to explore data from electronic health records and measures reported remotely by patients, such as life events, quality of life, and physical activity, amongst others, using smart sensors and mobile solutions. The IntelligentCare tool will aid clinicians and other health care professionals to better manage their patients’ health.

GLSMED Learning Health promotes the project in partnership with Hospital da Luz, Priberam, INESC-ID/Técnico, and the Heinz College of Information Systems and Public Policy at Carnegie Mellon University.

Luís Rosado, Senior Scientist at Fraunhofer Portugal, an academic Co-Promoter of CMU Portugal Flagship, introduced “TAMI: Transparent Artificial Medical Intelligence” via Zoom from Porto. The project is focused on developing artificial intelligence algorithms to make the medical diagnosis of cervical cancer, lung diseases, and glaucoma more “clear and reliable.” First Global promotes the project in partnership with Fraunhofer Portugal, INESC TEC, Administração Regional De Saúde Do Norte, and Engineering Research Accelerator at Carnegie Mellon University.

Margarida Nery is the WoW Manager at Glintt, the Industrial Promoter of this Flagship project. WoW – Wireless biOmonitoring stickers and smart bed architecture: toWards Untethered Patients – is being supported at Carnegie Mellon by Carmel Majidi, who started the presentations. The project will focus on applying electronic skin (e-skin) patches for patient care with the goal of hassle-free wireless patient monitoring, as a step towards untethering the patients from the hospital bed and from the hospital itself to foster domiciliary hospitalization.

The project is promoted in partnership with Instituto de Sistemas e Robótica (ISR Coimbra), Universidade de Coimbra, FCT UC, Centro Hospitalar e Universitário de Coimbra and the Mechanical Engineering Department at Carnegie Mellon University.

To close the session, Rodrigo Rodrigues moderated a brief discussion about the expectations for the future of these projects and how the partnership and support of CMU impact the success of their research.

The video of this session is now available:

Ciência 2020 also counted with Pedro Ferreira, Carnegie Mellon University and CMU Portugal faculty member, and Susana Sargento, Universidade de Aveiro, and CMU Portugal Scientific Director, at the session “Science in Portugal for a more SOCIAL AND DIGITAL Europe”.

Susana Sargento also commented on the digital transformation promoted by science during the current pandemic.

CMU Portugal’s participation also started before the meeting itself with Rodrigo Rodrigues’s participation at the 1st Warmup event leading up to the meeting: “Rebuilding Portugal Through Knowledge, Jobs and Digital Transformation”.

In 2020, 12 new ICT Flagship projects started under the scope of the CMU Portugal Program. For the first time, these research projects are led by Portuguese companies and carried out in partnership between companies and non-corporate entities of the R&D system and research groups at Carnegie Mellon, also representing a very significant public and private financial commitment. Research topics span from Data Science and Engineering, Artificial Intelligence and Machine Learning, Design and Engineering applied to social problems, Forest Fire-Prevention, Data Management, Mobility, and Language Technologies.