Sotabase

Career

· Chief Executive Officer, Signal 12022–
· SVP And Chief AI Officer, TD2018–2022
· Co-Founder Partner, Radical Ventures2017–
· Co-Founder Co-CEO, Layer 6 AI2016–2022
· Co-Founder Advisor, Vector Institute2016–
· Founding Fellow, Creative Destruction Lab2013–2020
· Co-Founder CTO, Milq Inc.2012–2017
· Principal Software Engineer, Microsoft2010–2012
· Sr. Principal Engineer, Yahoo!2009–2010
· Founder, High Performance Search Algorithms2007–2009
· Sr. Director, Product Management, Yahoo2003–2007

Publications (15)

DropoutNet: Addressing Cold Start in Recommender Systems
Neural Information Processing Systems · 2017
341
cited
Evolutionary and structural analyses of SARS-CoV-2 D614G spike protein mutation now documented worldwide
Scientific Reports · 2020
191
cited
Content-based Neighbor Models for Cold Start in Recommender Systems
ACM Conference on Recommender Systems · 2017
91
cited
Predicting adverse outcomes due to diabetes complications with machine learning using administrative health data
npj Digital Medicine · 2021
80
cited
Development and Validation of a Machine Learning Model Using Administrative Health Data to Predict Onset of Type 2 Diabetes
JAMA Network Open · 2021
66
cited
SIMD parallelization of applications that traverse irregular data structures
IEEE/ACM International Symposium on Code Generation and Optimization · 2013
53
cited
NetCents: A Lightweight Protocol for Secure Micropayments
USENIX Workshop on Electronic Commerce · 1998
51
cited
DuETT: Dual Event Time Transformer for Electronic Health Records
Machine Learning in Health Care · 2023
14
cited
Predicting hospitalizations related to ambulatory care sensitive conditions with machine learning for population health planning: derivation and validation cohort study
medRxiv · 2021
11
cited
Risk stratification for COVID-19 hospitalization: a multivariable model based on gradient-boosting decision trees
CMAJ Open · 2021
9
cited
Netcents protocol for inexpensive Internet payments
1998
2
cited
Approximating femoral neck bone mineral density from hand, knee, and pelvis X-rays using deep learning
Journal of Medical Artificial Intelligence · 2023
1
cited
Fine-grained parallel traversals of irregular data structures
International Conference on Parallel Architectures and Compilation Techniques · 2012
1
cited
APPRENTISSAGE D'INCORPORATIONS DE DOCUMENTS À L'AIDE D'ARCHITECTURES DE RÉSEAU NEURONAL CONVOLUTIONNEL
2018
Development of a Multivariable Model for COVID-19 Risk Stratification Based on Gradient Boosting Decision Trees
medRxiv · 2020
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Tomi Poutanen | Researcher Profile | Sotabase | Sotabase