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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

  • 2006
    PhD
    University of Toronto, Toronto, Canada
    • Department of Medical Genetics
    • {"title"=>"RNA Recognition by SAM domains"}
  • 2016
    MBA
    Toronto Metropolitan University, Toronto, Canada
    • Technology Innovation Management

Experience

  • 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.
  • 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.
  • 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.
  • 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

  • 2019
    • SR&ED Canada Revenue Agency - R&D Award
  • 2018
    • Next Canada - Pre-seed investment
  • 2017
    • Syngenta AG AI Challenge - Soybean yield prediction (1st place)
    • Xinova - Patent for ice generation technology
  • 2016
    • IdeaConnection - Novel Antimicrobial Formulation
    • Syngenta AG - Source-Sink Relationship Management in Ranunculus
    • Syngenta AG - High-Throughput, High-Purity Cytoplasmic DNA Isolation

Professional Interests

  • AI Product & Delivery
    • 0-to-1 AI product development
    • MLOps and model operationalization
    • Responsible AI and governance frameworks
  • 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.