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AI product and delivery leader with 15+ years owning end-to-end AI/ML product initiatives in regulated healthcare and life sciences environments. PhD in Medical Genetics, MBA in Innovation & Technology Management.
General Information
| Full Name | Tzvi Aviv |
| Location | Toronto, ON |
| Languages | English, Hebrew |
Education
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2006 PhD
University of Toronto, Toronto, Canada - Department of Medical Genetics
- {"title"=>"RNA Recognition by SAM domains"}
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2016 MBA
Toronto Metropolitan University, Toronto, Canada - Technology Innovation Management
Experience
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2024 - Present Independent Consultant — AI & Innovation Advisory
Self-employed - Advise health and life sciences clients on AI product strategy, evaluation design, and responsible AI governance.
- Lead discovery and product definition for AI/ML initiatives from concept through MVP.
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2020 - 2023 Director, Health Data Products & Services
Loblaw Companies Limited, Brampton, Ontario, Canada - Senior product leader for an AI/ML platform serving Canada's largest pharmacy network (1,300+ stores, 10M+ patients).
- Owned the full product lifecycle — discovery, product specs, success criteria, and post-launch evaluation — for NLP, ML, and predictive AI features.
- Led and developed a 10-person cross-functional team (ML engineers, data scientists, product owners, clinical analysts).
- Contributed AI and analytics backbone to national pharmacy program launches with documented patient and commercial outcomes.
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2017 - 2020 Founder & CEO
Dagantech Inc., Toronto, Ontario, Canada - Founded and ran a cloud-native AI company end-to-end — customer discovery, product definition, ML team leadership, and production deployment.
- First place, Syngenta AI Challenge; published ensemble ML methods at KDD 2017.
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2016 - 2017 Innovation Consultant
IdeaConnection, Laval, QC, Canada -
2006 - 2014 Research Associate
Hospital for Sick Children (SickKids), Toronto, Ontario, Canada - Led bioinformatics and genomic data analytics in pediatric oncology.
Awards
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2019 - SR&ED Canada Revenue Agency - R&D Award
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2018 - Next Canada - Pre-seed investment
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2017 - Syngenta AG AI Challenge - Soybean yield prediction (1st place)
- Xinova - Patent for ice generation technology
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2016 - IdeaConnection - Novel Antimicrobial Formulation
- Syngenta AG - Source-Sink Relationship Management in Ranunculus
- Syngenta AG - High-Throughput, High-Purity Cytoplasmic DNA Isolation
Professional Interests
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AI Product & Delivery
- 0-to-1 AI product development
- MLOps and model operationalization
- Responsible AI and governance frameworks
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Healthcare AI
- Clinical decision support
- Pharmacy analytics and medication adherence
- Real-world evidence and population health
Other Interests
- Hobbies: Endurance Sports, Beer Brewing, Trekking and Canoeing.