Toronto, Ontario, Canada
7+ years of experience in Applied Machine Learning, Database, and Query Optimization
- Lead the design and development of high-impact large-scale end-to-end Machine Learning systems for market demand forecasting - Foster innovation through collaboration with cross-functional teams - Drive the development of proof-of-concept ML services for diverse business use cases
- Teach Advanced System Analysis and Design, Data Management and Analysis, Object-based Programming, Business Integration Technology
- Designed and implemented the adaptive cost model for a cloud-native database which outperforms MySQL and reduces the query answering latency by up to 80% for certain queries on TPC-DS benchmark - Developed an ML-assisted query optimizer which leads to a top-tier conference paper (first author) and a US patent (first inventor, in review)