Marco De Nadai Email and Phone Number
Marco De Nadai personal email
- Valid
I am an Applied Research Scientist with expertise in Computer Vision and Machine Learning. I am interested in developing generative and latent variable models to manipulate images and/or to understand and predict human behaviour. During my PhD, I studied how multi-modal data (e.g. Street View imagery, GPS traces, geographic data) can be jointly used to describe and predict people’s activities. Now, I brought my expertise to the industry in order to generate and recommend outfits to inspire and advise customers.
Spotify
View- Website:
- spotify.com
- Employees:
- 7693
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Research ScientistSpotify Dec 2022 - PresentCopenhagen, Capital Region, Denmark
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Applied ScientistZalando Sep 2021 - Dec 2022Berlin, GermanyI build cutting-edge Machine Learning solutions to generate and recommend outfits (i.e. sets of clothes that match well together) to customers. I use multi-modal sequential data to develop novel solutions and recommend items that are fashion compatible, personalized and novel to the customer. I also implement evaluation metrics and algorithms to ensure that our models align well with the company’s key business objectives. -
Research ScientistFondazione Bruno Kessler - Fbk Mar 2019 - Sep 2021Trento Area, Italy+ Led and developed Computer Vision research for unsupervised image translation and image/video manipulation with GANs.+ Designed cutting-edge algorithms to train Vision Transformers in small training set regime. Up to +45 points in Top-1 accuracy.+ Published more than 6 papers in different venues (e.g. NeurIPS, ICCV, CVPR, Science Advances, Nature Scientific Reports).+ Co-advised three PhD students in Computer Vision on a day-to-day basis. -
Research ConsultantSamsung Electronics Oct 2019 - Dec 2019+ Designed a sound research plan to model and predict human behaviour from large-scale passively-collected data.+ Created evaluation metrics to monitor the company’s key business objectives. -
Research AffiliateData-Pop Alliance Sep 2017 - May 2019 -
Research Scientist InternVodafone Jun 2018 - Sep 2018London, United Kingdom+ Created and implemented statistical models to predict the mobility and mobile applications usage of 400K people.+ Developed production pipelines to pre-process terabytes of GPS data in the cloud. -
Visiting Student - ResearchMassachusetts Institute Of Technology (Mit) Jul 2016 - Sep 2016Cambridge, Ma+ Developed a model to predict and describe crime from geographical, mobile phone and census data.+ Improved the performance of descriptive and predictive crime models by around 6x in four multi-million cities (e.g. LA and Bogotá). -
Data ScientistFondazione Bruno Kessler - Fbk Mar 2015 - Nov 2015Responsible for designing and developing models to predict human behaviour from multiple sources of data. Mining large scale data from mobile phone logs. Deep learning models for images processing.
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Research - Data Scientist InternTelecom Italia Sep 2014 - Apr 2015Trento Area, ItalyMining of large-scale data from mobile phone call logs to describe the mobility of people in cities. -
Machine Learning InternUniversity Of Amsterdam Apr 2014 - Dec 2014Amsterdam Area, NetherlandsDeveloped a Neural Network and ARIMA models to predict the energy consumption of buildings. -
Ios DeveloperUlook Jan 2013 - Dec 2013Rome Area, ItalyiOS and API developer for Ulook, a fashion mobile application. In this period I developed the app, I proposed and applied a new design for a better user experience and optimized it for iOS 7.
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Web DeveloperMcz Group Spa May 2008 - Feb 2013Pordenone Area, ItalyPHP Zend Framework developer with experiences in IBM AS/400 communication and interaction. Developer of geo-marketing solutions in order to map turnovers of MCZ clients. -
Founder And Web DeveloperKomixjam.It Jan 2006 - 2010Brand creation and establishment of a community thats count 30'000 unique visits a day.
Marco De Nadai Skills
Marco De Nadai Education Details
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Cum Laude -
110L, Summa Cum Laude
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Computer Science -
100/110
Frequently Asked Questions about Marco De Nadai
What company does Marco De Nadai work for?
Marco De Nadai works for Spotify
What is Marco De Nadai's role at the current company?
Marco De Nadai's current role is Research Scientist @ Personalization | Recommendation Systems | Machine Learning | Computer Vision | PhD.
What is Marco De Nadai's email address?
Marco De Nadai's email address is de****@****ail.com
What schools did Marco De Nadai attend?
Marco De Nadai attended Università Di Trento, Università Degli Studi Di Trento, Vrije Universiteit Amsterdam, Università Degli Studi Di Udine.
What are some of Marco De Nadai's interests?
Marco De Nadai has interest in Italian Politic And Economy, Technology, Computer Science, Startups, Movies.
What skills is Marco De Nadai known for?
Marco De Nadai has skills like Data Mining, Data Analysis, Python, Forecasting, Machine Learning, Linux, Java, Sql, English, Zend Framework, Neural Networks, Ccna.
Who are Marco De Nadai's colleagues?
Marco De Nadai's colleagues are Chelsea Heflin, Hh Hh, Dariusz Dziuk, Chris Palmer, Bharat P Raghav, Anya S., 🤖kirill Bobrov.
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