Mohit Desai
I am a passionate AI and Data engineer working on data systems on cloud. Have experience working top tier Compliance and Financial Crime projects in TD Bank - Data as service platform.
About
I am a passionate AI and Data engineer working on data systems on cloud. Have experience working top tier Compliance and Financial Crime projects in TD Bank - Data as service platform.
Azure certified AI engineer experienced in developing and deploying AI services on Azure and building agents to support developer tooling, testing and automation.
- 5 years' experience
- Joined July 2026
Industry experience
- Financial Services
- Professional Services
- Software & Internet
More experts in Montreal, Canada
Work experience
Led enterprise-scale AI, ML, and data engineering initiatives supporting banking, insurance, wealth, lending, and Financial Crime Risk Management (FCRM) platforms on Azure. Designed and implemented AI-ready data platforms and scalable ETL orchestration frameworks using Azure Databricks and Azure Data Factory. Built ML-based anomaly detection and operational monitoring solutions to identify abnormal data patterns and potential production issues. Delivered financial crime analytics leveraging transaction activity, customer risk ratings, occupation profiles, and negative news indicators. Created a GenAI-powered chatbot using enterprise metadata, lineage, and pipeline documentation to enable natural language querying across interconnected systems. Reduced manual operational effort via metadata-driven orchestration, intelligent automation, and reusable data validation frameworks supporting pipeline reliability and scalability.
Education
Certifications and awards
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