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Built and deployed 50+ production AI agents and personas across 10+ Fortune 500 client engagements at one of the Big Four. Delivered 30+ AI enablement workshops to internal teams and clients, driving measurable adoption of LLM-powered workflows. Played a key role in shaping the roadmap for KPMG's global AI platform, defining architecture and go-to-market strategy. Manage a global repository of AI use cases with governance frameworks ensuring responsible, scalable deployment.
Designed and implemented AI solutions and product strategy for a construction technology company. Architected intelligent workflows to streamline project management and on-site operations, integrating LLM-powered tools into existing construction platforms. Defined the AI roadmap and identified high-impact automation opportunities across estimating, scheduling, and compliance.
Engineered prompt architectures and multi-step agent workflows for an AI-native real estate platform. Designed agentic pipelines for property analysis, lead qualification, and market intelligence — translating complex real estate logic into reliable, production-grade LLM chains. Iterated on prompt strategies to maximize accuracy and reduce hallucination across high-stakes financial outputs.
Scoped and led AI transformation engagements across CIBC business units, designing and deploying LLM-powered agents for metadata generation using Azure OpenAI and Vertex AI. Presented data-driven AI strategy recommendations to executive leadership (CTO, CIO), enabling enterprise-wide technology adoption across 15,000+ employees. Engineered prompts and iteratively improved agent workflows, automating internal processes and reducing manual overhead across multiple departments.
Designed GenAI solutions within the Enterprise Data & Records Management Office in a Microsoft Azure environment. Built data pipelines across large financial databases using SQL, ensuring security and compliance with banking regulations. Contributed to early-stage LLM adoption initiatives that informed the bank's broader AI strategy.
MakersLounge
MakersLounge is a community I co-founded for builders and creators in Toronto. We host regular meetups, hackathons, and co-working sessions to help makers ship projects together.