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Ian James Scott is a quantitative economist with 15+ years of international experience in industry, consulting, and research covering economic analysis, data science and statistics, government policy, and market modelling throughout Europe, North America, and Asia. Ian Completed the Doutoramento in Sustainable Energy Systems in 2020/11/05 by Universidade de Lisboa Instituto Superior Técnico (Sumna Cum Laude). Ian is an Invited Assistant Professor (tenure track) in Universidade Nova de Lisboa Instituto Superior de Estatística e Gestão de Informação. Published 15 articles in journals. Participated in 9 event(s). Supervised 15 MSc dissertation(s) e co-supervised 4. Has received 2 awards and/or honors. Participates and/or participated as Post-doc in 1 project(s). Works in the area(s) of Social Sciences with emphasis on Economics and Business with emphasis on Economics, Social Sciences with emphasis on Economics and Business with emphasis on Econometrics, Engineering and Technology with emphasis on Electrotechnical Engineering, Electronics and Informatics, Exact Sciences with emphasis on Mathematics with emphasis on Statistics and Probability and Exact Sciences with emphasis on Computer and Information Sciences. In their professional activities interacted with 83 collaborator(s) co-authorship of scientific papers. In his curriculum Ciência Vitae the most frequent terms in the context of scientific, technological and artistic-cultural output are: renewable energy policy; Decarbonization; Electricity Market Modelling; Generation Expansion Planning; Stochastic optimization; Big data; Economics; Peer-2-Peer; Electricity markets; renewable energy; Uncertainty; Blockchain; circular economy; waste management; behavioural change; optimisation; blockchain; financial scarcity; poverty; cognitive functioning; procedural processes; working memory; .
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Identification

Personal identification

Full name
Ian James Scott

Citation names

  • Scott, Ian
  • Scott, Ian J
  • Scott, Ian James

Author identifiers

Ciência ID
A817-FEBE-03B1
ORCID iD
0000-0001-9699-4473
Scopus Author Id
57210218184

Websites

Knowledge fields

  • Social Sciences - Economics and Business - Economics
  • Social Sciences - Economics and Business - Econometrics
  • Engineering and Technology - Electrotechnical Engineering, Electronics and Informatics
  • Exact Sciences - Mathematics - Statistics and Probability
  • Exact Sciences - Computer and Information Sciences

Languages

Language Speaking Reading Writing Listening Peer-review
English (Mother tongue)
Education
Degree Classification
2016/02/01 - 2020/11/05
Concluded
 Sustainable Energy Systems (Doutoramento)
Major in Sustainable Energy Systems
Universidade de Lisboa Instituto Superior Técnico, Portugal
"LONG-TERM UNCERTAINTY IN ELECTRICITY MARKET MODELLING, POLICY, AND PLANNING" (THESIS/DISSERTATION)
 (Summa cum laude) Distinction and Honour
2006/08/01 - 2007/08/01
Concluded
 Bachelor of Commerce and Administration (Honours) (Master)
Major in Economics, Econometrics
Victoria University of Wellington, New Zealand
2003/02/01 - 2006/08/01
Concluded
 Bachelor of Commerce and Administration, Bachelor of Science (Bachelor)
Major in Economics, Econometrics, Statistics
Victoria University of Wellington, New Zealand
Affiliation

Science

Category
Host institution 		Employer
2020/07/27 - 2022/05/01 Contracted Researcher (Research) Universidade Nova de Lisboa Instituto Superior de Estatística e Gestão de Informação, Portugal
2016/02/01 - 2020/05/10 Researcher (Research) Fundação para a Ciência e a Tecnologia, Portugal
2018/08/01 - 2019/01/31 Visiting Researcher (Research) Massachusetts Institute of Technology, United States
Massachusetts Institute of Technology, United States

Teaching in Higher Education

Category
Host institution 		Employer
2022/09/01 - Current Assistant Professor (University Teacher) Universidade Nova de Lisboa Instituto Superior de Estatística e Gestão de Informação, Portugal
Universidade Nova de Lisboa Instituto Superior de Estatística e Gestão de Informação, Portugal
2020/02/18 - 2022/05/30 Invited Assistant Professor (University Teacher) Universidade Católica Portuguesa Faculdade de Ciências Económicas e Empresariais, Portugal
Universidade Católica Portuguesa Faculdade de Ciências Humanas, Portugal
2020/02/14 - 2020/06/30 Invited Assistant Professor (University Teacher) Universidade Nova de Lisboa Instituto Superior de Estatística e Gestão de Informação, Portugal
Universidade Nova de Lisboa Instituto Superior de Estatística e Gestão de Informação, Portugal

Other Careers

Category
Host institution 		Employer
2014/02/01 - 2016/02/01 Técnico Superior (Técnico Superior) Lane Clark and Peacock LLP, United Kingdom
2010/06/01 - 2012/06/01 Assistente Técnico (Assistente Técnico) Energy Exemplar, United Kingdom
2007/06/01 - 2010/06/01 Assistente Técnico (Assistente Técnico) PA Consulting Group Ltd, United Kingdom
Projects

Contract

Designation Funders
2024/11/01 - 2025/12/31 NIRC - ENCOMPASS
NIRC
Principal investigator
Universidade Nova de Lisboa, Portugal
 Galp Energia SGPS SA
Ongoing
2020/07/27 - 2022/05/01 BEE2WasteCrypto
45933
Post-doc
Universidade Nova de Lisboa Instituto Superior de Estatística e Gestão de Informação, Portugal
 Fundação para a Ciência e a Tecnologia
Ongoing
Outputs

Publications

Conference abstract
  1. Scott, Ian J; Neto, Miguel; Pinheiro, Flavio. "Bringing trust and transparency to the opaque world of waste management: An application of a parachain based blockchain technology". Paper presented in Urban Complex System 2020, 2020.
    Published • https://doi.org/10.5281/zenodo.4427919
Conference paper
  1. Darina Vorobeva; T. Kireeva Affonso; Ian Scott; Oliveira T.; Miguel Castro Neto. "Measuring the Influence of Sustainable Technology in Energy Communities". 2024.
    10.1109/ICE/ITMC61926.2024.10794312
  2. Dinis Araújo; Ian Scott; Miguel Castro Neto. "Empowering Sustainable Communities". 2024.
    10.1109/ICE/ITMC61926.2024.10794285
  3. IJ Scott; A Botterud; PMS Carvalho; CA Silva. "Renewable support policy evaluation: The importance of uncertainty". Paper presented in AEAB2019-Applied Energy Symposium: MIT A+B, Cambridge, 2019.
    Accepted
Conference poster
  1. Scott, Ian; Carvalho, PMS; Botterud, Audun; Silva, CA. "Capturing Uncertainty in Electricity Market Modelling". Paper presented in InnoEnergy Annual Conference, 2019.
  2. IJ Scott; PMS Carvalho; CA Silva. "Bidding and Markets in Hierarchical Blockchain Peer 2 Peer (P2P) Electricity Trading". Paper presented in LARSys Annual Meeting, 2018.
  3. D Neves; IJ Scott; CA Silva. "BLOCKCHAIN INFLUENCE ON ENERGY PRICE An analysis of different levels of flexible demand". Paper presented in Event Horizon, 2018.
Journal article
  1. Chung-Ting Huang; Ian J. Scott. "Peer-to-peer multi-period energy market with flexible scheduling on a scalable and cost-effective blockchain". Applied Energy (2024): http://dx.doi.org/10.1016/j.apenergy.2024.123331.
    10.1016/j.apenergy.2024.123331
  2. Filipa de Almeida; Ian J. Scott; Jerônimo C. Soro; Daniel Fernandes; André R. Amaral; Mafalda L. Catarino; André Arêde; Mário B. Ferreira. "Financial scarcity and cognitive performance: a meta-analysis". Journal of Economic Psychology (2024): http://dx.doi.org/10.1016/j.joep.2024.102702.
    10.1016/j.joep.2024.102702
  3. Rui He; Mitchell J. Small; Ian J. Scott; Motolani Olarinre; Mexitli Sandoval-Reyes; Paulo Ferrão. "A Novel Domain Knowledge-Informed Machine Learning Approach for Modeling Solid Waste Management Systems". Environmental Science & Technology (2023): http://dx.doi.org/10.1021/acs.est.3c04214.
    10.1021/acs.est.3c04214
  4. Ian J. Scott; Miguel de Castro Neto; Flávio L. Pinheiro. "Bringing trust and transparency to the opaque world of waste management with blockchain: A Polkadot parathread application". Computers & Industrial Engineering (2023): https://doi.org/10.1016/j.cie.2023.109347.
    10.1016/j.cie.2023.109347
  5. Jan Marc Schwidtal; P. Piccini; Matteo Troncia; Ruzanna Chitchyan; M. Montakhabi; C. Francis; A. Gorbatcheva; et al. "Emerging business models in local energy markets: A systematic review of peer-to-peer, community self-consumption, and transactive energy models". Renewable and Sustainable Energy Reviews 179 (2023): 113273-113273. http://dx.doi.org/10.1016/j.rser.2023.113273.
    10.1016/j.rser.2023.113273
  6. Darina Vorobeva; Ian J. Scott; Tiago Oliveira; Miguel Neto. "Leveraging technology for waste sustainability: understanding the adoption of a new waste management system". Sustainable Environment Research 33 1 (2023): http://dx.doi.org/10.1186/s42834-023-00174-x.
    10.1186/s42834-023-00174-x
  7. Rui He; Mexitli Sandoval-Reyes; Ian Scott; Rui Semeano; Paulo Ferrão; Scott Matthews; Mitchell J. Small. "Global knowledge base for municipal solid waste management: Framework development and application in waste generation prediction". Journal of Cleaner Production (2022): https://doi.org/10.1016/j.jclepro.2022.134501.
    10.1016/j.jclepro.2022.134501
  8. Vorobeva, Darina; Scott, Ian J.; Oliveira, Tiago; Neto, Miguel. "Adoption of new household waste management technologies: The role of financial incentives and pro-environmental behavior". Journal of Cleaner Production 362 (2022): 132328. http://dx.doi.org/10.1016/j.jclepro.2022.132328.
    10.1016/j.jclepro.2022.132328
  9. Timothy Capper; Anna Gorbatcheva; Mustafa A. Mustafa; Mohamed Bahloul; Jan Marc Schwidtal; Ruzanna Chitchyan; Merlinda Andoni; et al. "Peer-to-peer, community self-consumption, and transactive energy: A systematic literature review of local energy market models". Renewable and Sustainable Energy Reviews (2022): https://doi.org/10.1016/j.rser.2022.112403.
    10.1016/j.rser.2022.112403
  10. Pedro Sarmento; Marcel Motta; Ian J. Scott; Flávio L. Pinheiro; Miguel de Castro Neto. "Impact of COVID-19 lockdown measures on waste production behavior in Lisbon". Waste Management 138 (2022): 189-198. https://doi.org/10.1016/j.wasman.2021.12.002.
    10.1016/j.wasman.2021.12.002
  11. Scott, I.J.; Carvalho, P.M.S.; Botterud, A.; Silva, C.A.. "Long-term uncertainties in generation expansion planning: Implications for electricity market modelling and policy". Energy 227 (2021): http://www.scopus.com/inward/record.url?eid=2-s2.0-85103551698&partnerID=MN8TOARS.
    10.1016/j.energy.2021.120371
  12. Capper, Timothy; Gorbatcheva, Anna; Mustafa, Mustafa A.; Bahloul, Mohamed; Schwidtal, Jan Marc; Chitchyan, Ruzanna; Andoni, Merlinda; et al. "A Systematic Literature Review of Peer-to-Peer, Community Self-Consumption, and Transactive Energy Market Models". SSRN Electronic Journal (2021): http://dx.doi.org/10.2139/ssrn.3959620.
    10.2139/ssrn.3959620
  13. Scott, Ian J.; Botterud, Audun; Carvalho, Pedro M.S.; Silva, Carlos A. Santos. "Renewable energy support policy evaluation: The role of long-term uncertainty in market modelling". Applied Energy 278 (2020): 115643. http://dx.doi.org/10.1016/j.apenergy.2020.115643.
    10.1016/j.apenergy.2020.115643
  14. Diawuo, Felix Amankwah; Scott, Ian James; Baptista, Patricia C.; Silva, Carlos A.. "Assessing the costs of contributing to climate change targets in sub-Saharan Africa: The case of the Ghanaian electricity system". Energy for Sustainable Development 57 (2020): 32-47. http://dx.doi.org/10.1016/j.esd.2020.05.001.
    10.1016/j.esd.2020.05.001
  15. Neves, Diana; Scott, Ian James; Silva, Carlos A.. "Peer-to-peer energy trading potential: An assessment for the residential sector under different technology and tariff availabilities". Energy 205 (2020): 118023. http://dx.doi.org/10.1016/j.energy.2020.118023.
    10.1016/j.energy.2020.118023
  16. Scott, Ian J.; Carvalho, Pedro M.S.; Botterud, Audun; Silva, Carlos A.. "Clustering representative days for power systems generation expansion planning: Capturing the effects of variable renewables and energy storage". Applied Energy 253 (2019): 113603. http://dx.doi.org/10.1016/j.apenergy.2019.113603.
    10.1016/j.apenergy.2019.113603
Thesis / Dissertation
  1. Kungel, Jakob Andreas. "Factors influencing consumer adoption of peer-to-peer blockchain-based energy trading". Master, 2024. http://hdl.handle.net/10400.14/44412.
  2. Siddiqui, Umair Sohail. "Leveraging Smart Voice Assistants to Increase the Adoption of Blockchain Technology: User Experience Perspective". Master, 2024. http://hdl.handle.net/10362/174392.
  3. Dutra, Thomás Martino Martins. "Bitcoin Price Prediction: A Comparative analysis of PatchTST and LSTM". Master, 2024. http://hdl.handle.net/10362/175428.
  4. Portela, Mateus de Meireles Andresen. "Determinants of blockchain-based internet-voting systems adoption: a UTAUT model approach". Master, 2024. http://hdl.handle.net/10362/165443.
  5. Morgado, Miguel Assis Alves. "Automated Market Maker in Peer-to-peer Energy Trading: A Novel Approach to Decentralized Market". Master, 2024. http://hdl.handle.net/10362/176165.
  6. Goodman-Rendall, Kevin. "Lithium-ion battery lifespan prediction using a transfer learning approach". Master, 2024. http://hdl.handle.net/10362/163935.
  7. Correia, Gil Filipe Pina. "Enhancing Transparency and Ethics among Real Estate Professionals through Blockchain: Can blockchain be a solution Real Estate Professionals Embrace in Portugal?". Master, 2024. http://hdl.handle.net/10362/166796.
  8. Catarino, João Pedro Ferreira. "Scalable Blockchain Consensus for Peer-to-Peer Energy Trading: QBFT vs. Clique". Master, 2024. http://hdl.handle.net/10362/175684.
  9. Macovei, Andrei. "Enhancing Smart Contract Security: A Machine Learning Framework Using Natural Language Processing and Unsupervised Techniques". Master, 2024. http://hdl.handle.net/10362/174940.
  10. Lashina, Marina. "Drivers and Challenges of Blockchain-Based Know Your Customers (KYC) Adoption For Banks". Master, 2024. http://hdl.handle.net/10362/175292.
  11. Pereira, Margarida Roldão. "Empowering Democracy: Does blockchain unlock the e-voting potential for citizens?". Master, 2024. http://hdl.handle.net/10362/174150.
  12. Monteiro, Ana Miguel Estêvão Sal. "Decentralised bicycle sharing: a blockchain solution for urban mobility". Master, 2024. http://hdl.handle.net/10362/175215.
  13. Zamisnii, Nichita. "Liquid Neural Networks applied to cryptocurrency market forecasting". Master, 2024. http://hdl.handle.net/10362/174667.
  14. Arfelli, Danilo de Athayde. "A first look in Cryptocurrencies Pump & Dump early detection and features understanding with self-leaning models". Master, 2024. http://hdl.handle.net/10362/174757.
  15. Slesarev, Stanislav. "Enhancing Buy and Hold Strategy with Deep Reinforcement Learning Ensemble for Drawdown Risk Mitigation in Cryptocurrency Markets". Master, 2024. http://hdl.handle.net/10362/176840.
  16. Hámori, Péter Sándor. "Data Reconciliation between the Database of an SAP ECC System and a Data Lakehouse: A Monitoring System for Nokia’s Enterprise Data Platform". Master, 2024. http://hdl.handle.net/10362/165177.
  17. Agottani, Luis Fernando Rodrigues. "Short-term forecasting for household electricity load with dynamic feature selection using power cepstrum". Master, 2023. http://hdl.handle.net/10362/149105.
  18. Huang, Chung-Ting. "Peer-to-Peer Microgrid Electricity Market and Implementation on Blockchain". Master, 2023. http://hdl.handle.net/10362/160371.
Working paper
  1. Filipa de Almeida; Kim Fortuin; Ian Scott. 2024. "In AI we Trust". https://novaresearch.unl.pt/en/publications/aa659806-05d8-4aec-9a1b-0bf170bca8da.
  2. Tatiana Kireeva; Ian Scott; Filipa de Almeida. 2023. "Exploring trust in emerging technologies: an integrative model". https://novaresearch.unl.pt/en/publications/1ea37dea-1541-4c66-af52-9359a1de73ad.
    10.2139/ssrn.4358570

Other

Other output
  1. Corrigendum to “Emerging business models in local energy markets: A systematic review of peer-to-peer, community self-consumption, and transactive energy models” [Renew Sustain Energy Rev 179 (2023) 113273](S1364032123001296)(10.1016/j.rser.2023.113273). 2023. J. M. Schwidtal; P. Piccini; M. Troncia; R. Chitchyan; M. Montakhabi; C. Francis; A. Gorbatcheva; et al. https://novaresearch.unl.pt/en/publications/6dce0f10-c375-4b9b-b32d-131d338faac3.
    10.1016/j.rser.2023.113523
  2. Long-Term Uncertainty In Electricity Market Modelling, Policy, and Planning. 2021. Ian Scott. https://doi.org/10.31224/osf.io/mvqhz.
    10.31224/osf.io/mvqhz
Software
  1. Chung-Ting Huang; Ian J. Scott. "Polkadot Energy Trading Sidechain (POETS)". 2024.
    10.5281/ZENODO.10886425
  2. Chung-Ting Huang; Ian J. Scott. "POETS Blockchain MILP Solver - Initial Release". 2024.
    10.5281/ZENODO.10886420
Activities

Oral presentation

Presentation title Event name
Host (Event location)
2023/11/09 NOVA IMS Blockchain Lab Agenda Blockchain.pt
Blockchain.pt
2023/11 Energy of Tomorrow EDP R&D Tech Conference
EDP
2023/09 Blockchain for Peer-2-Peer transformation Commuintas
(Netherlands)
2022/11/10 BEE2WasteCrypto CMU Portugal Summit
CMU Portugal
2021/06/29 BEE2WAsteCrypto: Ciência Urbana e Cidades para o Futuro Encontro Ciência 2021
2020/12/01 Blockchain technology for waste management Fraunhofer Research Group
Fraunhofer
2019/06 Academic Panel: Blockchain and Energy Event Horizon
(Berlin, Germany)

Supervision

Thesis Title
Role 		Degree Subject (Type)
Institution / Organization
2022/09/01 - Current Determinants of adoption in Peer-2-Peer electricity markets and the role of blockchain
Co-supervisor
Universidade Católica Portuguesa, Portugal
2022 - Current Short term uncertainty in Peer-2-Peer electricity markets
Co-supervisor
Universidade de Lisboa Instituto Superior Técnico, Portugal
2022 - Current Blockchain as a Strategic Advantage for Real Estate Agencies
Supervisor
Universidade Nova de Lisboa Instituto Superior de Estatística e Gestão de Informação, Portugal
2022 - Current Delivering Smart Cities with Blockchain
Supervisor
Universidade Nova de Lisboa Instituto Superior de Estatística e Gestão de Informação, Portugal
2022 - Current Predicted economic viability of second-life batteries using a machine learning approach from cycling data.
Supervisor
Universidade Nova de Lisboa Instituto Superior de Estatística e Gestão de Informação, Portugal
2022 - Current How do different approaches to implementing SAP affect results?
Supervisor
Universidade Nova de Lisboa Instituto Superior de Estatística e Gestão de Informação, Portugal
2022 - Current Blockchain impact on online voting systems
Supervisor
Universidade Nova de Lisboa Instituto Superior de Estatística e Gestão de Informação, Portugal
2022 - Current Application of novel big data technologies at Nokia
Supervisor
Universidade Nova de Lisboa Instituto Superior de Estatística e Gestão de Informação, Portugal
2023 - 2023 Short-term forecasting for household electricity load with dynamic feature selection using power cepstrum
Supervisor
 Ciência de Dados e Métodos Analíticos Avançados (Master)
Universidade NOVA de Lisboa NOVA Information Management School, Portugal
2023 - 2023 Peer-to-Peer Microgrid Electricity Market and Implementation on Blockchain
Supervisor
 Estatística e Gestão de Informação (Master)
Universidade NOVA de Lisboa NOVA Information Management School, Portugal
2021/01/01 - 2022/01/01 Economic impact of poor quality sleep in Portugal
Co-supervisor
 Economics and Psychology (Master)
Universidade Católica Portuguesa, Portugal
2020/09/01 - 2022/01/01 Self Licensing In Recycling Behavior: Investigating The Effects Of Economic Incentives On Resource Consumption
Supervisor
 Psychology (Master)
Universidade Católica Portuguesa Faculdade de Ciências Humanas, Portugal
2022 - 2022 Self-licensing in recycling behavior: investigating the effects of economic incentives on resource consumption
Supervisor
 Psicologia na Gestão e Economia (Master)
Universidade Católica Portuguesa Faculdade de Ciências Humanas, Portugal
2022 - 2022 Exploring the determinants of: Participation and payment requirements for peer 2 peer electricity markets in combination with smart electricity management requirements
Supervisor
 Psicologia na Gestão e Economia (Master)
Universidade Católica Portuguesa Faculdade de Ciências Humanas, Portugal
2022 - 2022 Ascription of Responsibility, Recycling Behaviours and Trust: a Moderation Analysis
Supervisor
 Psicologia na Gestão e Economia (Master)
Universidade Católica Portuguesa Faculdade de Ciências Humanas, Portugal
2022 - 2022 Using predictive analytics for money mule detection on a cryptocurrency exchange
Supervisor
 Gestão de Informação (Master)
Universidade NOVA de Lisboa NOVA Information Management School, Portugal
2022 - 2022 Exploring Determinants Of Trust In Emerging Technologies: An Integrative Pls-Sem And Multi-Group Analysis
Supervisor
 Psicologia na Gestão e Economia (Master)
Universidade Católica Portuguesa Faculdade de Ciências Humanas, Portugal
2022 - 2022 How many is too many? Exploring the impact of number of eco labels on sustainability perception and willingness to buy textile goods
Supervisor
 Psicologia na Gestão e Economia (Master)
Universidade Católica Portuguesa Faculdade de Ciências Humanas, Portugal
2019/09/01 - 2020/09/30 Clustering methods to find representative days for modelling the Portugal electricity system
Supervisor
 Information Management (Master)
Universidade Nova de Lisboa Instituto Superior de Estatística e Gestão de Informação, Portugal

Event participation

Activity description
Type of event 		Event name
Institution / Organization
2023/11/11 - Current EDP R&D Tech Conference EDP R&D Tech Conference
EDP, Portugal
2023/09 - Current Communitas Netherlands
Conference
 Communitas
2023/02 - Current Communitas
Conference
 Commuintas
EDP, Portugal
2021 - Current Attendance Encontro Ciencia 20212 Encontro Ciencia 20212
2023/11/09 - 2023/11/10 Agenda Blcokchain.PT
Exhibition
 Agenda Blcokchain.PT
2019 - 2019 Attendance at Event Horizon 2019
Conference
 Event Horizon
2019 - 2019 Attendance at MIT Applied Energy A+B Symposium 2019
Conference
 MIT Applied Energy A+B Symposium 2019
Massachusetts Institute of Technology, United States
2019 - 2019 Participation in InnoEnergy Annual Conference
Conference
 InnoEnergy Annual Conference
KIC InnoEnergy SE, Netherlands
2018 - 2018 Attendance and organisation of Event Horizon 2018
Conference
 Event Horizon

Course / Discipline taught

Academic session Degree Subject (Type) Institution / Organization
2023/02/01 - Current Big Data for Marketting (Mestrado) Universidade Nova de Lisboa Instituto Superior de Estatística e Gestão de Informação, Portugal
2023/02/01 - Current Risk Management (Mestrado) Universidade Nova de Lisboa Instituto Superior de Estatística e Gestão de Informação, Portugal
2022 - Current Blockchain (Mestrado) Universidade Nova de Lisboa Instituto Superior de Estatística e Gestão de Informação, Portugal
2022 - Current Big Data Modelling and Management (Mestrado) Universidade Nova de Lisboa Instituto Superior de Estatística e Gestão de Informação, Portugal
2022 - 2023 Big Data for Finance (Mestrado) Universidade Nova de Lisboa Instituto Superior de Estatística e Gestão de Informação, Portugal
2020/02/29 - 2022/06/01 Business Economics Psychology and economics (Mestrado) Universidade Católica Portuguesa Faculdade de Ciências Humanas, Portugal
2020/09/01 - 2022/02/01 Micro Economics Economics (Mestrado) Universidade Católica Portuguesa Faculdade de Ciências Humanas, Portugal
2020/09/01 - 2020/11/01 Programming for Data Science Data science (Mestrado) Universidade Nova de Lisboa Instituto Superior de Estatística e Gestão de Informação, Portugal
2020/02/14 - 2020/06/30 Big Data Analytics Information Management (Mestrado) Universidade Nova de Lisboa Instituto Superior de Estatística e Gestão de Informação, Portugal
Distinctions

Award

2017 Innoenergy PhD School Scholarship
KIC InnoEnergy SE, Netherlands
2015 FCT PhD Scholarship
Fundação para a Ciência e a Tecnologia, Portugal

Other distinction

2024 EUTOPIA Young Leader Academy Fellow
EUTOPIA Alliance, France