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Comment: The bar is very high for notability. While he has made a good start, not enough achievements so far. Please come back in a few years. Ldm1954 (talk) 23:18, 25 February 2024 (UTC)
Daniele Panfilo (aka The Italian Elon Musk) is an Italian scientist and entrepreneur specialized in responsible artificial intelligence (AI) and information privacy. his pioneering work in synthetic data led to the founding of his company Aindo, offering data privacy and fairness solutions.[1].
Besides his scientific and entrepreneurial activities, Daniele is a renowned thought leader in responsible AI, appearing in panels alongside policy makers, data protection authorities, and Big Tech companies[2][3][4]. Daniele's views on AI are generally optimistic, marked by a recognition for the field's potential in high-impact sectors[5][6][7]. He is also outspoken about the need for the European Union and Italy to be competitive in the realm of AI[8][9].
Education and career
editDaniele obtained a master's degree in Operations research from the Department of Knowledge Engineering and Data Science at Maastricht University. He commenced his career at Medtronic, where he made contributions to Electrocardiography data processing[10][11]. He later expressed that these early experiences with AI in health care were highly formative for his views of AI and its societal role[12].
After working as a principal data scientist at Allianz Technology in Trieste, Daniele founded his company Aindo in 2018. At the same time, he became affiliated with the University of Trieste as a researcher in Generative artificial intelligence. Combining his entrepreneurial and scholarly work, he shaped his vision to foster responsible AI innovation through generative AI-based Synthetic data. Daniele obtained his doctoral degree in from the University of Trieste in 2022[13].
Work on synthetic data
editDaniele's work on synthetic data centers around Deep learning Generative models. His contributions to the field include preprocessing technologies that allow for the use of deep learning generative models in the context of structured data. These methods allow for the synthetization of synthetic tabular and relational data with a multitude of data types, including numeric, categorical, spatial, and time data[14][15][16]. Aspects of this work were patented in 2023[17].
Additionally, Daniele has contributed to the standardization and quantification of the concept of information privacy[18][19]. Speaking about the moratorium on AI development proposed by Elon Musk in early 2023, he noted that under the right conditions, synthetic data can reconcile much needed AI innovation with information privacy protection[20].
Awards and recognition
editIn 2023, Daniele's company Aindo was awarded Best Startup in Industry by Fortune Italia[21]. In that same year, Daniele was inducted into the Nova-111 list of top talents under 35[22]
References
edit- ^ "About Us". aindo.com. 2023-01-16. Retrieved 2024-02-09.
- ^ "Intelligenza artificiale, i dati sintetici per un uso più etico". Il Sole 24 ORE (in Italian). 2024-02-13. Retrieved 2024-02-13.
- ^ "SHARING IS CARING: BEST PRACTICES, INTERMEDIARIES AND SYNTHETIC DATA FOR DATA SPACES". www.cpdpconferences.org. Retrieved 2024-02-09.
- ^ "Congresso annuale ASSO DPO - Relatori". www.assodpo.it. Retrieved 2024-02-09.
- ^ Pulcini, Alessandro (2023-03-14). "Aindo, la partita dei dati sintetici nell'era dell'AI". Fortune Italia (in Italian). Retrieved 2024-02-09.
- ^ Nast, Condé (2022-01-09). "Una startup crea dati che non esistono per addestrare l'intelligenza artificiale". Wired Italia (in Italian). Retrieved 2024-02-09.
- ^ "Regione Lombardia e Aindo insieme per il futuro dell'intelligenza artificiale: a Palazzo Pirelli incontri e dibattiti su uso etico dell'AI, dati e privacy". www.liberoquotidiano.it (in Italian). Retrieved 2024-02-13.
- ^ Riservata, © Riproduzione (2024-02-13). "Intelligenza artificiale, i dati sintetici per un uso più etico". www.ilmessaggero.it. Retrieved 2024-02-13.
- ^ "Regione Lombardia e Aindo insieme per un uso etico dell'intelligenza artificiale". Tgcom24 (in Italian). 2024-02-14. Retrieved 2024-02-14.
- ^ Wilson, David G; Cronbach, Peter L; Panfilo, D; Greenhut, Saul E; Stegemann, Berthold P; Morgan, John M (2017-06-01). "Reconstruction of an 8-lead surface ECG from two subcutaneous ICD vectors". International Journal of Cardiology. 236: 194–197. doi:10.1016/j.ijcard.2017.01.117. ISSN 0167-5273. PMID 28159357.
- ^ Wilson, David G.; Cronbach, Peter L.; Panfilo, D.; Greenhut, Saul E.; Stegemann, Berthold P.; Morgan, John M. (2017-04-01). "Electrode positions, transformation coordinates for ECG reconstruction from S-ICD vectors". Data in Brief. 11: 611–616. Bibcode:2017DIB....11..611W. doi:10.1016/j.dib.2017.02.041. ISSN 2352-3409. PMC 5369008. PMID 28377992.
- ^ "Aindo Secures Investment How, Why, What's Next?". aindo.com. 2023-10-31. Retrieved 2024-02-09.
- ^ "Panfilo Daniele | Dottorato in ingegneria industriale e dell'informazione". web.units.it. Retrieved 2024-02-09.
- ^ Panfilo, Daniele; Boudewijn, Alexander; Saccani, Sebastiano; Coser, Andrea; Svara, Borut; Chauvenet, Carlo Rossi; Mami, Ciro Antonio; Medvet, Eric (2023). "A Deep Learning-Based Pipeline for the Generation of Synthetic Tabular Data". IEEE Access. 11: 63306–63323. Bibcode:2023IEEEA..1163306P. doi:10.1109/ACCESS.2023.3288336. Retrieved 2024-02-09.
- ^ "Generating Privacy-Compliant, Utility-Preserving Synthetic Tabular and Relational Datasets Through Deep Learning". arts.units.it. Retrieved 2024-02-09.
- ^ Mami, Ciro Antonio; Coser, Andrea; Medvet, Eric; Boudewijn, Alexander T. P.; Volpe, Marco; Whitworth, Michael; Svara, Borut; Sgroi, Gabriele; Panfilo, Daniele (2022-11-30), Generating Realistic Synthetic Relational Data through Graph Variational Autoencoders, arXiv:2211.16889
- ^ "Espacenet – search results". worldwide.espacenet.com. Retrieved 2024-02-09.
- ^ bloomsbury.com. "Data Protection and Privacy, Volume 16". Bloomsbury. Retrieved 2024-02-09.
- ^ Boudewijn, Alexander; Ferraris, Andrea Filippo; Panfilo, Daniele; Cocca, Vanessa; Zinutti, Sabrina; De Schepper, Karel; Chauvenet, Carlo Rossi (2023-11-29), Privacy Measurement in Tabular Synthetic Data: State of the Art and Future Research Directions, arXiv:2311.17453
- ^ Nast, Condé (2023-04-04). "Quanto pesa il blocco di ChatGPT sul business delle aziende". Wired Italia (in Italian). Retrieved 2024-02-09.
- ^ Santamato, Antonio (2023-05-04). "Forum Innovazione, le startup vincitrici degli Innovation Awards". Fortune Italia (in Italian). Retrieved 2024-02-09.
- ^ "The Nova 111 List Italy - Winners 2023". www.novatalent.com. Retrieved 2024-02-09.