Shipped a multi-tier Agentic COO / Chief of Staff product from concept to live client deployments, delivering +9 hours of weekly time savings per user, by architecting a three-pillar model to unify knowledge base, CRM, and inbox into a single agentic OS.
Built 100+ app integration layer enabling autonomous 24/7 back office admin workflows, reducing average client deployment time to under 2 weeks, by designing modular LLM-based pipelines connecting email, calendar, and CRM.
AI Program ManagementGoogle Cloud Vertex AICross-Functional Leadership
Drove 550% YoY adoption of GenAI tools enterprise-wide by leading end-to-end evaluation and selection of AI platforms, aligning technical capabilities directly to business impact metrics.
Launched Center of Excellence & Community of Practice, scaling AI literacy across 5,000+ employees and establishing governance frameworks adopted company-wide.
Built and led a 6 FTE core team plus cross-functional contributors across engineering, PMO, sales, marketing, finance, and HR to maintain a live backlog of 40+ AI use cases and launch POCs.
Achieved 40,000 signups in 2 months by developing and deploying end-to-end code generation pipelines with Claude Code & open-source models, shipped from zero to production in under 6 weeks.
Built inference API for intelligent model switching across AI workflows, reducing average inference cost by 40% through dynamic routing to the best-fit model per task.
Raised $1.25M USD to pioneer decentralized AI markets by delivering a working product with measurable traction to a seed-stage thesis investors.
Led post-merger integration on 2 acquisitions and cross-functional due diligence across 100+ AI companies, translating complex technical findings into board-level investment decisions.
Built and scaled acquisition pipeline evaluating 1,200+ companies through a data-driven scoring model, compressing average deal screening time by 60%.
Generated $150K+ in revenue, secured $350K in cloud partnership funding, and supported $2.5M pre-seed fundraise by packaging proprietary deal-flow data into investor-ready narratives.
Owner & Data Scientist
Vonalytics (Acquired)
AI StrategyMachine LearningNLPProgram ManagementProduct Integration
Acquired, grew, and exited a SaaS analytics product — achieving positive ROI in under 12 months and a successful acquisition exit within 2 years.
Led enterprise AI strategy across 20+ cross-functional teams spanning ML, NLP, data science, and data engineering at clients in automotive, aerospace, hospitality, travel, retail, and gaming.
Delivered NLP-powered customer intelligence models reducing churn prediction error by 35% for a Fortune 500 hospitality client.
Education
Queen's University
Kingston, Ontario
BASc, Applied Science with Internship — Mechanical Engineering