work AI/ML Platform for Canada's Largest Pharmacy Network Product design and delivery of a patient-centric health data and AI platform at Loblaw Companies Clinical Drug Monograph RAG Retrieval-Augmented Generation over a TNF-alpha inhibitor monograph using Gemini and ChromaDB Generating & Evaluating Synthetic Data for Predicting Drug Treatments Comparing DP-CGAN and CTGAN for generating privacy-safe synthetic pharmacy data — presented at Vector Institute's Synthetic Data Bootcamp Demo Day Causal Inference — Insulin Treatment and A1C Outcomes in Hospital Patients Investigating the causal link between insulin treatment and A1C values using MIMIC-IV EHR data and T-Learner causal estimation — presented at Vector Institute's Causal AI Bootcamp Farm360Ai — Satellite Imagery and AI for Crop Yield Prediction Founded DaganTech (AgriLogicAI) to predict crop yields and agricultural risks using computer vision and neural networks on satellite imagery, achieving 87–93% accuracy Cardiometabolic Treatment Trends in Pharmacy Records and Digital Surveys Precision public health using pharmacy prescription records and digital surveys to map cardiometabolic treatment rates across Canada fun
