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CMU Portugal Inside Story: Rudolph Santarromana

Rudolph Santarromana is an American CMU Portugal student in Engineering and Public Policy who started his Ph.D. in 2019. He has a Master’s degree in Energy Engineering and Management from IST Portugal and UPC Spain (dual-degree MSc). Under his Ph.D., he is working on Decarbonizing Economic Sectors supervised by Professors Joana Mendonça (IST), Granger Morgan (CMU) and  Ahmed Abdulla (Carleton/CMU). He loves to play sports in his free times including golf, basketball and kickboxing and also likes reading and listening to vinyl records.

First of all, can you let us know about your background before entering your CMU Portugal Ph.D.?

I did my bachelor’s degree at the University of Illinois at Urbana-Champaign in Civil and Environmental Engineering. After graduating, I went to work for a Construction Materials company as a Product Manager, where I worked for a few years. I have always been interested in sustainability. I had always wanted to work with renewable energy, so I eventually decided to go back to school to get a master’s degree focused on renewables. I found the InnoEnergy dual degree program which allowed me to do my master’s in energy engineering at UPC in Barcelona and IST in Lisbon. During my master thesis, my supervisor introduced me to the CMU Portugal program as I began to consider a Ph.D. When I finished my master’s degree at IST, I went to work for EDP Renewables in Lisbon and in Boston, MA (USA) before eventually starting the Ph.D. program at CMU with CMU Portugal.

Why did you choose the CMU Portugal program and a Ph.D. with Portugal being from the United States?

My experience in Portugal started during my master’s degree studies. At first, I chose to go to IST in my dual-degree program because I was most interested in IST’s energy engineering and management degree focus among those available to me at other universities in Europe. Through my master’s thesis supervisor from IST, I found the CMU Portugal program. I really enjoyed the work I produced with my supervisor at IST, and I knew there was still more that I wanted to research in the topic area, so it made a lot of sense to continue working with her through the CMU Portugal program.

I am interested in working on global problems, and so the CMU Portugal program offers me
the opportunity to look through a US and EU lens at the same problems.

 

Briefly, can you tell us about the research work that you are carrying out under your Ph.D.?

Generally, I am interested in strategies to decarbonize global economic sectors. I am focused now on the power sector through expanding the development of offshore wind. I was fortunate to work with EDP Renewables on an offshore wind project.  I think this technology is a critical component to a low-carbon energy system in the future. Nonetheless, for any low-carbon technology, strategies to increase deployment are needed. In my most recent work, I assessed the techno-economic feasibility of a new way of deploying floating offshore wind that can potentially make it easier to do so.

From your experience, what have been the main differences between the two countries in terms of studies?

On average, there is a lot more weekly structure in coursework in the US than Portugal. There may be more meetings (lecture, recitation, office hours) per week, and more weekly assignments than I have experienced in coursework in Portugal. The grading scale is also something to get used to. Someone from the US who is used to getting 90% or more in a course or on any particular assignment will be surprised when they receive a 17 or 18 out of 20, and the fact that it is very rare to receive a 20/20 on any grade.

And in personal terms, how is this experience of studying in two such different contexts?

When I started my Ph.D. I had already stayed for almost two years in Lisbon, both studying and working, so I was already quite used to the experiences that come with living in Lisbon. I grew up in the suburbs of Chicago, and lived for several years in Chicago, so I was also used to living in an urban US city like Pittsburgh. For me, the thing that sets this experience apart is that one may relocate often between Portugal and the US. That has been the most unique aspect of this experience for me. Regular relocating makes you more resilient to change.

Regarding your supervisors, were they supportive throughout your degree?

The support from my advisors has been amazing throughout this experience. I feel very fortunate to work with each of them, as they are all extremely knowledgeable in many fields. Every discussion and meeting has been productive and taught me to look at the (many) problems in different ways. I also feel comfortable approaching them with non-academic issues and questions that are critical. I truly cannot say enough good things about my advisors.

You are in your 3rd year, plans for these last years and after graduation?

First, I want to finish my thesis in a timely matter. After graduation I’ve considered many paths, ranging from remaining in academia, to public sector jobs, to private sector jobs, to working in US institutions, or working in multi-national institutions. In short, it’s hard to say that I have a single plan.

I do feel like there are a lot of paths that are open to me beyond graduation by the nature of my degree, and with the international exposures I have gained, these paths are also not limited geographically.

 

Being a third-year student, what advice would you give to possible candidates?

Meet people in your program in both locations. It is nice to arrive in Lisbon or Pittsburgh and feel like returning to people you know. A Ph.D. can be grueling, and no one knows what you are going through better than your colleagues going through the same thing, so it’s great to have people to talk to. Also, do not forget to take a day (or two) off. The nature of a Ph.D. is that you often dictate when you do your work, which can mean working on weekends, or late nights. Make sure that you take the time away from your job to do what you want to do.

CMU Portugal Inside Story: Latifah Almaghrabi

Latifah Almaghrabi is a CMU Portugal student in Electrical and Computer Engineering from Saudi Arabia, having started her Ph.D. in 2020 at Carnegie Mellon ECE Department from the College of Engineering and the University of Aveiro in Portugal. She graduated from Georgia Tech in 2018 with a Bachelor of Science in Electrical Engineering and received a Master of Science in Electrical Engineering from KAUST in 2020. Her research focuses on studying and modeling ECM-based neural scaffolds for spinal cord injuries. For her thesis, she is investigating sustainable powering solutions for implanted medical devices. Latifah is co-advised by Prof. Philip LeDuc from CMU and Dr. Paula Marques and Prof. Pedro Fonseca from the University of Aveiro. She loves being out in nature.

In my free time, you will find me walking around the city, hiking trails in nature, going on adventures and road trips with my friends. Sometimes I would carry my digital camera and capture stillness in an otherwise dynamic moment.
I am always exploring new flavors of coffee and learning about it. Exploring martial arts is a wonderful way to establish discipline, build strength and stay active. I have learned Krav Maga and Taekwondo before and recently Kickboxing.

What do you like most about Portugal and Aveiro?

The nature in Portugal is captivating, the mountains in the south, the rock formations along the coast of Algarve, and the cold and mighty ocean waves here in Aveiro. Aside from the beauty of Aveiro, what I value most is the kindness of its people. They are always ready and happy to help.

Can you let us know about your academic background?

I hail from the Eastern Province in Saudi Arabia, where I finished my primary to secondary education (K-12). Afterward, the KAUST Gifted Student Program offered me full sponsorship and support to pursue higher education in the United States. A few years later, I graduated with a Bachelor of Science in Electrical Engineering from Georgia Tech in 2018. As part of my commitment, I enrolled in the Master of Electrical Engineering program at KAUST in Saudi Arabia. I concluded my thesis on piezoelectric GaN-based energy harvesting nanowires in 2020. Having had some exposure to scientific research, I began to understand how it connects different worlds and wanted to enrich my experience further and expand my network around the world. The CMU Portugal Program was a unique and fitting opportunity for that as it would allow me to have research experience in different continents.

I was browsing through the CMU website when I read about the CMU Portugal Program for the first time.
I was excited as, at that time, I was applying to different Ph.D. programs in the States and across Europe.
T
he CMU Portugal Program combines both options beautifully.

 

Later on, my CMU faculty advisor Professor Philip LeDuc helped me learn about the program in greater detail and supported me tremendously through the enrollment process.

In Portugal, why did you choose the University of Aveiro?

Professor Philip LeDuc introduced me to one of my faculty advisors at the University of Aveiro (UA), Dr. Paula Marques. I was quite captivated by the project she is leading, NeuroStimSpinal (NSS, H2020-FETOPEN, Nº 829060), and wanted to seize the opportunity, so I applied to UA and joined her team. Here at UA, I am also fortunate to receive guidance and supervision from Professor Pedro Fonseca from the Department of Electronics, Telecommunications, and Informatics, who is also working on the NSS project.

How is this experience of living in Aveiro going?

The electronics engineering program at UA has witnessed considerable changes. Also, the coursework requirement are quite different from the ECE program at CMU. The contrast is good as it minimizes the repetitiveness between my CMU and Aveiro experiences.

Aside from academic work, the city of Aveiro is a beautiful place to be with the right balance of size, busy life, and serenity. The people here are kind, peaceful, and welcoming. Last year, I began taking language classes, and the experience has been delightful.

Briefly, can you tell us about the research work you are carrying out under your Ph.D.?

I am taking an active role in the characterization of graphene electrodes and spinal cord scaffolds based on an adipose decellularized matrix for the NSS project. We have developed these custom materials in the lab. And we are optimizing, studying, and modeling their electrical properties, which is helpful for better integration with the electronics system we have built. I am also researching the development of wireless energy transfer mechanisms to sustainably power medical implants. Specifically, I am interested in using ultrasound energy to recharge batteries in implanted devices. This is crucial, as the battery size is a limiting factor in many of today’s implantable medical devices.

When will you go to CMU and what are your expectations?

I expect to go to CMU at the start of the 2022-2023 academic year. I have already been engaged with my professor and colleagues at CMU virtually, but I am very excited to meet them in person, see their experiments and work, and learn from them.

Do you already have an idea of what you will do after your Ph.D.?

Learning new concepts thrills me, especially understanding the fundamentals of how things work. We don’t know what we don’t know, but I hope to continue to question, explore and rediscover no matter what career path I forge for myself.

An advice for candidates thinking on applying to the Program, namely other young women:

Looking from the top of a mountain gives you a good vantage point. Looking from across the ocean gives you a perspective. The real world is built from a complex network. Building connections can help you tackle many of the problems we face today.
The CMU Portugal Program is a great way to build your network and gain perspective. I am grateful to be where I am and I hope you will too.

 

CMU Portugal Inside Story: Afonso Amaral’s first year at CMU

Afonso Amaral is a CMU Portugal Dual Degree Ph.D. second year student in Engineering and Public Policy (EPP) at Instituto Superior Técnico (IST) and the Department of Engineering and Public Policy, currently at CMU through spring 2022. Afonso sat down with the CMU Portugal Program to share his thoughts on what drew him to the Program and his goals for this time at CMU, the biggest challenge he has faced in an international Program, and where to find his favorite place to grab a snack on campus.

 What drew you to the CMU Portugal Dual Degree Ph.D. Program?

I’ve done my bachelor’s and master’s at Instituto Superior Técnico in Lisbon. After my master thesis, which was very research-oriented, I did an internship in a company basically publishing my master thesis. Currently, I have three papers available and published on that. In fact, I realized that research is pretty cool and that doing a Ph.D. could be an option. Since I’m in Portugal, I initially wanted to do a Ph.D. in Europe and not in the US. Still, then I remembered receiving an email from Carnegie Mellon Portugal and thinking that the Dual Degree Ph.D. offer looked very promising. At that time, I felt that I was probably not the right fit, but I also remembered one of my professors saying that this was a fantastic opportunity and that I should apply. So, I did.

The main driver for me was that I could be doing a Ph.D. in two different universities and two different environments. It’s that interdisciplinary feature that I was looking for. Doing a regular Ph.D. with one adviser at one university might be interesting. But I wanted my experience to be out of the ordinary. And this is an insane opportunity.

 

What are you looking forward to experiencing the most while at CMU?

Unfortunately, or fortunately, I’m from a Ph.D. cohort that started with COVID. And so, my first day was pretty rough with all of the classes online and being basically at home. But apart from that, coming to CMU is impactful in terms of interaction with people. Building relationships and learning about the research of other colleagues is really relevant to my understanding of what I’m doing. For example, working with Professor Erica Fuchs allows me to have research group meetings every week and learn about the research of every student there. It gives you a different kind of insight and perspective of your research. And so, I try to triangulate these perspectives and insights that I collect from my cohort.

This interaction with other students, most of whom are also my friends, and with the professors is a great opportunity. I am just two minutes away from some of the world leaders on specific topics, which is fantastic, especially this year when I’ve started looking into quantitative analysis. I’m doing some work at Heinz college, one of the country’s best policy schools. And I can visit and meet these people during office hours and try to get their feedback that I would most certainly not have if I was not here in person. Sometimes a short conversation with these fantastic faculty and researchers can change the whole course of your research and that, in fact, happened.

What was your most significant adjustment from (PT Institution) to CMU?

The university in Portugal where I’m doing the Ph.D. is the same as where I did my bachelor’s and master’s. I can see that difference even though my first year was not traditional. Honestly, in terms of location, I would say the weather because it is really cold here, and that is a huge adjustment. My colleagues say things to me like “Afonso, you have to wear a jacket, you have to wear a scarf,” but I don’t own most of that things!

Also, when I came here, I was not expecting to have so much administrative support from my department. They’re just always willing to help. However, I would say that the most significant adjustment was all the bureaucracy inherent to the fact that I am an international student. It’s something that I was not expecting to be so hard. And actually, the office of international education is pretty helpful, but it’s still very bureaucratic for me.

What lessons, skills, or techniques have you learned while at CMU that you are looking forward to incorporating into your work in Portugal?

I am fortunate to have three advisers, Professor Joana Mendonça at Técnico, Professor Erica Fuchs and Professor Granger Morgan in EPP at CMU. Lucky enough, they know each other, and all of the conversations, meetings, and research flow nicely. They trust each other, and we all concluded that it would be very interesting for me to research Europe.

In terms of bringing skills back to Portugal, I like that we can cross-register between colleges here. So, I’m from the College of Engineering, but I am doing some classes at Heinz College, the number one school for Public Policy in the US in terms of Information Systems. CMU is known for its School of computer science, so I will do the CS introduction class to learn how to program, not just write some code. If there’s a school in the world to learn how to program its CMU. Doing that will complement my research and curriculum. I’m an engineer, but I’m researching public policy. I’m trying to get a little bit of everything.

CMU Portugal is such an interesting fellowship because it allows me to have the flexibility
and to do whatever I want to tailor it for my research and experience.

 

What is your favorite spot to eat on campus?

I don’t usually eat on campus, but I drink a lot of coffee. I would definitely choose a place that reminds me of home, La Prima. The double cappuccino is the best kind of coffee they have, but if you’re looking for a cheap option, I might go to an ABP (Au Bon Pain) in the University Center, and they have a lot of options like sandwiches and wraps. But if you don’t want to wait in line, there are always things like bagels which I had never tried before coming to the US, and I think I now eat like ten a week. So, I’d say, for a good coffee, go to La Prima for a double cappuccino, but if you’re looking for a snack or something, then ADP is a pretty good option.

Being a second-year student, what advice would you give to an incoming first-year Dual Degree student?

This is probably the most challenging question. I would first advise making sure that you have the research interest aligned with both universities before completing the application. The second is to understand if your advisors in Portugal already know someone at CMU. For example, I have three advisors who have already worked together. In the beginning, it didn’t seem so important, but now in the second year, I realize that is very relevant because they trust each other’s perspectives, and I don’t necessarily have always to get three checks on something. Oh, and make sure to prepare your application. The application was very intense for me because I was unsure if I had to take the GRE and the TOEFL. But in the end, everything worked out.

 

 

CMU Portugal Inside Story: Maria Casimiro Summer Internship at Feedzai

Maria da Loura Casimiro is a CMU Portugal Dual Degree Ph.D. student in Software Engineering at INESC-ID/Instituto Superior Técnico and the Software and Societal Systems from Carnegie Mellon University School of Computer Science. She started her Ph.D. in 2019 shortly after completing the MSc. in Electrical and Computer Engineering. This year, she presented her current work on “Self-Adaptive Machine Learning” to Feedzai under a meeting promoted by CAMELOT – a CMU Portugal large project promoted by Feedzai, where Técnico is one of the partner institutions.

As a result of this meeting, she was invited by the company’s Chief Science Officer to do a 3-month summer internship to develop her ideas by leveraging a real industrial use case, an opportunity that she would not miss: “I had already discussed with my advisors the possibility of doing an internship at a company, not only because this was something that I was curious about and interested in doing but also because it would contribute to the fulfilment of one of my requirements at CMU. So, when I had the opportunity to do the internship at Feedzai, I was delighted and very excited. Feedzai is a rising company in the fraud detection domain (one of Portugal’s unicorn companies), I was going to be exposed to cutting-edge technology, and the topic of the internship was very much aligned with my PhD topic.”

Feedzai is one of the first startups founded under the scope of the CMU Portugal Program back in 2010. Nowadays, the company is the market leader in fighting financial crime, providing today’s most advanced cloud-based risk management platform powered by artificial intelligence and big data, which involves a constant need to improve its models and keep up with evolving financial frauds. According to Maria Casimiro, “Feedzai’s core business is not explicitly related to the work I’m developing. However, the technologies they leverage and the context in which they are used, constitute a possible use case for the work I’m developing, which is related to improving the operation of Machine Learning (ML) based systems, i.e., systems that rely on one (or more) ML components to operate”.

The project we assigned to Maria was a great challenge both for her and for Feedzai. It was completely uncharted territory, a new research line (Marco Sampaio)

 

At Feedzai, she was supervised by João Ascensão, Senior Director of Research and Marco Sampaio, Advanced Data Scientist. Marco referred to this experience as a challenge, adding that “the project we assigned to Maria was a great challenge both for her and for Feedzai. It was completely uncharted territory, a new research line.” Maria was involved at all stages. From defining the goals of the project, reviewing state of the art, and defining the detailed experimental setup. Maria kept a positive attitude from day 1, despite the great challenges she had to face since this was a very new experience. Namely, dealing with extensive industry datasets, a new use case (fraud detection), and very different and specific evaluation goals.”

Regarding the relevance of her research work to the company, Marco Sampaio explains that “Maria has been focusing on problems related to optimizing machine learning jobs usually related to parameter searches in a high dimensional space. This is a task that is relevant for most companies that leverage machine learning as part of their products, which is Feedzai’s case. The fact that Maria was familiar with these topics was relevant to start working on the project.”

On her side, Maria stated that the main goal of developing her ideas by leveraging a real industrial use case was highly achieved. She reinforces this idea that “By learning more in detail about how fraud detection systems operate and how fraud detection is performed, I was able to formulate better the research problems I was looking into and have specific examples from the fraud detection domain. Having these examples is extremely relevant to motivate the need for the work I’m developing and to communicate the challenges/needs to other researchers.”

This allowed me to understand how research is done outside of Academia. It was very fascinating to see how the whole team works together (Maria Casimiro)

 

Regarding this first professional experience in a company, she referred to it as a very positive experience that she highly recommends to other colleagues “I was fortunate to have the chance to do my internship with the research team at Feedzai. This allowed me to understand how research is done outside of Academia. It was very fascinating to see how the whole team works together and to understand the process of selecting the research projects that are expected to be the most successful. I learned a lot about what my strengths and weaknesses are. I learned new concepts and how to work with new platforms. For these reasons, I would advise my colleagues to have similar experiences.”

These kinds of internships are an important part of the company’s R&I strategy and are “often useful to try high-risk ideas in a time scoped manner, through simple experiments. This is very useful to diversify our projects and provide information on interesting new avenues to pursue”, explains Marco Sampaio.

This summer internship resulted from Maria’s connections established during the first two years of her Dual Degree Ph.D. Now into her third year, she describes the experience as challenging but very rewarding “I’m learning a lot about different areas of research, and specifically about the one I’m working in, but I’m also learning a very much about myself, and about what I want after I graduate.”

Maria Casimiro spent her second year at CMU, an experience that considered to be “eye-opening”, “From an academic perspective, it was very interesting to see how the requirements for Ph.D. students and what is valued by both professors and students differ between IST and CMU; how the interactions between Ph.D. students and professors are much more informal; and how there are always so many initiatives happening (e.g. talks). Additionally, I really enjoyed the courses I took there. The professors were very passionate about what they were teaching, and the classes were extremely engaging. From a personal perspective, it was very interesting to meet so many people from different backgrounds and to learn about American culture. One experience I will never forget is the Thanksgiving holiday, which I spent with a friend from CMU and her family. Being at CMU was an awesome experience and I’m glad I still have the chance to go back again.”

And plans for after graduation? “After graduation, I see myself embarking in Industry, perhaps doing research. Right after graduating, I would like to work abroad for some time, to gain more expertise, but I hope to stay in Portugal in the long run.”

Tribute to CMU Portugal Director José M. F. Moura on the occasion of his Honoris Causa Ceremony

On September 13, José M.F. Moura, CMU Portugal Director at Carnegie Mellon University was awarded the title of Doctor Honoris Causa by Universidade de Lisboa in a Ceremony at Instituto Superior Técnico.

José M.F. Moura, who leads the CMU Portugal Program since its beginning in 2006, is the Philip L. and Marsha Dowd University Professor of Electrical and Computer Engineering at Carnegie Mellon University. He was full professor at Técnico in the 1980s and president of the Institute of Electrical and Electronics Engineers (IEEE).

During his career, Professor Moura has met an impressive number of people In Portugal ranging from students to co-workers, many of whom became close friends, and who have contributed to his remarkable career.

To honor the academic man but also the friend, here are some testimonies from people who were part, in many different ways, of his path.

Testimonies

AIDA, an effective solution to manage risk management in companies and improve corporate performance

AIDA is a CMU Collaborative Large Scale project launched in 2020 with the main goal to improve the RAID platform used by Mobileum for integrated risk management in companies. To achieve this objective, the Portuguese ICT Company that is currently the leading provider of Telecom analytics for roaming, security and risk management joined INESC TEC, Universidade de Coimbra and the Computer Science Department at Carnegie Mellon University (CMU) to apply to the  CMU Portugal Call for Large Scale Collaborative Research Projects (LSCRPs).

After a thorough evaluation process, AIDA was one of the 12 research projects selected for 3 years’ funding, but the project will expectably end before that.

“The evolution of the Telecom world made us rethink the approach in terms of the analytics strategy.” (Carlos Martins)

AIDA Carlos Martins
Compete 2020

According to Carlos Martins, Head of Engineering at Mobileum, “the evolution of the Telecom world made us rethink the approach in terms of the analytics strategy. With the evolution of the Telecom business, there was a significant shift from a process to a functional orientation. Business is now fully data-driven in a streamed approach with a decoupled analysis from any data aggregation and demanding schemas-on-read instead of pre-defined schemas.”

The RAID platform handles enterprises’ entire risk management lifecycle and is currently applied worldwide to address, among others, revenue assurance, business assurance, and fraud management. The AIDA project’s overarching goal is to conceive a new version of the RAID platform by moving some of the pipeline phases to the edge of the system and taking advantage of 5G. Today, the platform is fully deployed in physically collocated servers, either on-premises or in the cloud. With AIDA, data collection, monitoring, and even actuation phases should be prepared to run in diverse hardware architectures outside the platform’s owner’s physical or even administrative control.

According to Carlos Martins “5G will promote a massive growth of data. Part of the 5G protocol also permits multi-access edge computing (MEC), enabling wireless operators to offer a high level of automation from the distributed ML and AI architecture at the network edge. Fraud detection is nowadays mostly addressed by ML and AI, and AIDA will help RAID be ready to do the fraud detection at the edge level, ensuring quicker detection time and minimizing data transfer to a central cloud, while ensuring full data encryption on any of the needed data transfer.”

Thanks to this newest version of the platform, companies will be able to collect and monitor data in a highly flexible way, with real-time guarantees, security and reliability by leveraging the increasing edge computing capacity made available by the IoT and the imminent large-scale deployment of 5G cellular technology.

The goal of the project is clear as is the expected impact on Mobileum business: “From a qualitative point of view, we expect to bring a higher ROI for our customers by being able to address new fraud detections and corresponding preventive actions. From a quantitative point of view, we expect to acquire new customers that are now doing the path to 5G, and that this project will enable us to address it with strong competitive advantages” says Carlos Martins.

Christos Faloutsos, Professor at CMU’s Computer Science Department, leads the research team in Pittsburgh and supervised the work done during this first year. He adds that “at CMU we managed to get access to (anonymized) phone records. From here we have already started developing algorithms to find patterns, anomalies, and fraudsters. My group is working on the algorithms and visualization aspects of mining such huge amounts of complex data (who-calls-whom-and-when). There are fascinating challenges, both from the machine learning point of view (like “do textbook assumptions of Gaussianity independence hold?”), from the visualization point of view (“how to plot a graph with millions of nodes”), and from the systems point of view (how to store, and access, these large datasets).”

Regarding the benefits of the collaboration established under AIDA, which involves Mobileum as promoter and researchers both in Portugal and CMU, Faloutsos is confident in stating that “there are immense benefits, for both sides. My group and I are discovering unexpected patterns in the real graphs, which helps us design better algorithms. My students get hands-on experience with real data, with all the surprises that textbooks don’t mention (missing values, occasionally wrong labels, deviation from typical distributions like the Gaussian one, and many more). The domain-expertise that Mobileum provides, is extremely valuable: it helps us understand what are the most important business problems that we, scientists, should focus on, and helps us translate them into mathematical problems that we can subsequently solve. Conversely, Mobileum is benefiting from state-of-the-art algorithms in the literature (several of which are from CMU), and they will be the first to benefit from the new algorithms that my group is developing.”

On the Portuguese side, Carlos Martins also has high expectations for this research partnership “we expect a lot from these world-class researchers. We followed the work of some of the CMU colleagues in the last years and having now the chance to work daily with them is really beneficial to both – we learn from new techniques while challenging CMU with new use cases on Telecom Fraud. At the end of the day, I believe that both parties are learning a lot from each other.”

“The marriage between scientific research and production-grade technology is always the biggest challenge” (Carlos Martins)

Even if the project’s future seems bright, there are always some challenges to overcome. “The marriage between scientific research and production-grade technology is always the biggest challenge, so there are some technologies/techniques that still haven’t prove it’s feasibility in a real-world scenario. Additionally, data is the new oil, and having real-world data in a scientific approach is sometimes a challenge. Synthetic datasets are being explored, still, real-world data will be the key driver for project acceptance”, states Carlos Martins.

By the end of the project in 2022, the objective is to deploy a complete prototype of AIDA in a realistic scenario in telecommunication services. According to Carlos Martins, this prototype will bea very resilient and flexible system that will detect Fraud in a Multi Edge Cloud architecture, dazzling the users with great accuracy and finding new Fraud patterns that were not possible before – we have great expectations on the results of new explored techniques like GNNs and Metric Forensics.”

After the end of the AIDA project, and based on the success of this partnership, Christos Faloutsos leaves the door widely open for future collaborations “the collaboration has been extremely productive and pleasant, with weekly remote meeting with Mobileum (Pedro Fidalgo and his group) and the main advantages as mentioned before. My group and I would be delighted to maintain these collaborations for as long as possible.”

More on the AIDA project at: https://cmuportugal.org/large-scale-collaborative-research-projects/aida/

Inês Lynce is the new co-director of the Carnegie Mellon Portugal Program

Inês Lynce was appointed on January 27th as co-director of the CMU Portugal Program by Fundação para a Ciência e Tecnologia (FCT). The Associate Professor with Habilitation at Instituto Superior Técnico and President of INESC ID assumes the national co-direction of the international partnership alongside Nuno Nunes, replacing Rodrigo Rodrigues who has been in office since the renewal of the Program in 2018. José Fonseca de Moura continues as the CMU Portugal Director at CMU.

According to the newly appointed co-director, “It is with great pleasure and some expectation that I assume this position. I have been connected to the CMU Portugal Program for several years as a researcher, having already belonged to the team of several projects supported under the Program. Now the commitment will be entirely different and focused on helping the partnership to achieve its strategic goals by 2023 ”. “Personally, I am honored to have been appointed to this position and join such a prestigious and dynamic team with remarkable results achieved in recent years,” she adds.

Inês Lynce, who will be the first woman to lead the CMU Portugal Program, is highly recognized for her work in the field of Artificial Intelligence, namely in the area of ​​problem solving with restrictions and optimization. Her main contributions refer to the development of algorithms and computational tools and their application to solve practical problems as diverse as developing timetables in universities, software package upgradability, the functioning of biological networks and the automatic creation of programming code from examples.

Since 2021, she has been a member of the Editorial Board of the prestigious scientific magazine “Journal of Artificial Intelligence Research” and is a recurring member of international conferences committees on Artificial Intelligence. This year she will be also part of the “Women in Science” initiative, promoted by Ciência Viva, the National Agency for Scientific and Technological Culture.

Inês Lynce is also the President of INESC ID, the Portuguese research center for combined Computer Science/Engineering (CSE) and Electrical and Computer Engineering (ECE), a role she assumed last year and where she already was a senior researcher.

The new co-director will lead the Program throughout its third phase that will run until 2030.

Exame Informática Interview

 

CMU Portugal Inside Story: Andreia Gonçalves distinguished at the Portuguese Women in Tech Awards

Andreia Gonçalves won this year the Portuguese Women in tech Award for best Lead Designer track. The Portuguese Woman in tech Award celebrates  women who have the biggest impact on the Portuguese startup ecosystem. Andreia is a CMU Portugal Master Alumna in Human-Computer Interaction and currently works as an Interaction designer at Nokia Solutions and Networks. Proud to have been disguinshed with this Award, she explained us how she became a woman in tech, her experience under the CMU Portugal Program and her main ambitions. Most of all, the message that she wants to leave for other young women is the importance of education and of believing in yourself.

You were one of the winners of this year ‘s edition of the Portuguese Women in tech Awards, what’s the feeling?

The nomination and the being one of the winners of the Portuguese Women in Tech awards was a very special achievement for me, as it not only reflects the recognition of my peers for all my hard work but also the awesome and supportive environment that I currently work in.

When and why did you decide to be a “tech woman”? What were the main challenges?

I don’t know if I ever made a conscious decision; things evolved naturally. All the decisions and choices that I have done were based on my personal interests and the wish to continuously evolve as a person and as a professional.

Regarding challenges I believe the main were related to cultural differences, but with respect and persistence everything is possible.

Can you briefly talk us through your background and academic experience?

All my education up to my master’s was done in Madeira. After finishing my design degree, I felt that I was lacking field knowledge. I got to know about the HCI Master through a close friend that was enrolled in the program so I decided to get more information about it. I did my application and after all the interviews and exams, I was accepted.

The Master in HCI was an essential step for my personal and professional growth as it allowed me to develop skills and learn about the best practices used both in the academic and industry environment. It was also important in terms of networking as it allowed me to establish contact with people with different domain knowledge, and professional experience.

 

After your Master you worked as a usability analyst in Brazil and now you are an Interaction designer at Nokia. Can you share the best part of both experiences?

Both experiences have been and continue to be, in case of Nokia, very enriching for my professional career. The experience in Brazil was very interesting because I had the opportunity to support projects in different domains like Health, Smart house appliances, streaming services, subscriptions-based television services, etc., allowing me to expand my knowledge in those areas.

In the case of Nokia, the domain is telecommunications and it does not diverge much from that, but since it is continuously evolving in terms technology and possibilities it is a very challenging and nurturing environment to work in and I really appreciate that.

Nowadays, what part of your work do you love the most?

I really love gathering information and getting feedback from our customers, as we get the chance to know them a bit more, straighten relationships and engage in a collaborative design process. But I also enjoy transforming the requirements and/or findings into tangible solutions, so going from theory to practice.

Ideally, what would be your “dream job”?

I am a very curious person by nature; hence I value immensely an inspiring work environment. Having that said, a dream job would be one that allows me to learn something new every day, that would challenge myself to evolve constantly.

What’s the best advice you could give to young women that are thinking of following the same path?

Technology is becoming a big part of our day to day, independently of the career path you aim to follow. And as we move to a time where diversity and multidisciplinary teams will become a standard.

I think that the best advice I could give is to educate yourself as much as possible, try to learn a little bit about diverse topics/domains,
as this can act as a differentiator from the intense competition. Believe in yourself.

CMU Portugal takes faculty from Portugal to Pittsburgh to develop research work in ICT and reinfornce cooperation between Portuguese Universities and CMU

A group of 6 faculty from Portuguese Institutions was selected to visit Carnegie Mellon University (CMU) in Pittsburgh during 2020 to develop their research work in the field of Information and Communication technologies (ICT) supported by the CMU Portugal Program and Fundação para a Ciência e a Tecnologia (FCT). The faculty will be granted a scholarship funded under the CMU Portugal Mobility Program Visiting Faculty and Researchers Program 2020 Call that closed in January 12th 2020. Through their formal appointment as a visiting faculty member  at CMU, the faculty affiliated with a Portuguese higher education institution will spend up to 4 months to work in research in ICT and participate in other academic activities while hosted in a research group at CMU.

Since 2007, 81 faculty had the opportunity to visit CMU under the scope of CMU Portugal mobility programs. The Program has offered faculty the possibility of further developing their knowledge and skills as researchers, establish new research collaborations or reinforce exisiting ones, and experience Carnegie Mellon University culture and best practices.

This year’s edition will be attended by researchers from Faculdade de Ciências da Universidade de Lisboa (FCUL)/ LASIGE, Instituto Superior Técnico (IST)/ INESC-ID, Instituto Superior Técnico (IST)/ Instituto de Telecomunicações (IT), Universidade de Aveiro/ IEETA and  Universidade do Minho/DEI.

2020 Participants Profile:

Alina Trifan: Universidade de Aveiro/ IEETA
Department and Host at Carnegie Mellon University: Computer Science Department – Language Technologies Institute, Professor Eric Poe Xing.
Research topic: Machine learning and its application in biological and social systems

Arlindo Oliveira: Instituto Superior Técnico (IST)/ INESC-ID
Department and Host at Carnegie Mellon University: Machine Learning Department, Professor Roni Ronsenfeld
Research topic: Developing the application of deep learning to novel areas

João Ascenso:  Instituto Superior Técnico (IST)/ Instituto de Telecomunicações
Department and Host at Carnegie Mellon University: Computer Science Department, Professor Artur Dubrawski
Research Area: Exploring new visual representation, processing and coding techniques leveraged on machine learning advances and their potential multimedia application.

João Saraiva: Universidade do Minho/ Department of Industrial Electronics
Department and Host at Carnegie Mellon University: Computer Science Department, Professor Claire Le Goues
Research topic:  Defining automated techinques and tools do repair energy inefficient programs

Naercio Magaia: Faculdade de Ciências da Universidade de Lisboa/ LASIGE
Department and Host at Carnegie Mellon University: Computer Science Department, Professor Justine Sherry
Research topic: State consistency framework for programmable network data planes

Paulo André: Instituto Superior Técnico (IST)/ Instituto de Telecomunicações
Department and Host at Carnegie Mellon University: Department of Materials Science and Engineering, Professor Elias Towe
Research Area: Planning of the collaborative research effort in quantum photonics and neuromorphic photonic systems