Driving Scalable Value through AI Strategy, M&A Rigor, and Entrepreneurial Resilience.
Strategic Pillars
AI Driven Scalability
Precision Capital Rigor
Resilient Leadership
Architecting defensible AI strategies that drive margin expansion and scalable growth
Stress-testing NPV/IRR and valuations for high-stakes M&A deals
10+ years of scaling businesses through market volatility and growth






Projects & Assignments
Many adventures with one single focus to drive business success
Go to Market Strategies & Business Consulting (MBA Field Projects)
Researched demand validation of a Pain Measurement Device for a large hospital chain with annual revenue of $20B
Evaluated commercializing opportunities and advised on product innovation of a public safety app for a large defense company by delivering simulated user adoption model
Business Valuation: Developed valuation report for a protective gears company with an acquisition value of over $250MM






Generative AI, Machine Learning & Data Analytics
Prototyped a multi AI Agent system to help HR and Recruiters generate refined job description, provide weighted average and difficulty level analysis of key skillsets for specific job role
Bank Loan Approvals: Identified at-risk individuals by predicting borrower financial risk by combining multiple machine learning models
Designed Entity-Relationship model for a startup project and executed data modeling using SQL to answer critical operation questions






New Business & Vertical Development
Researched and developed rental business vertical for a canadian medical equipment company by integrating rental management tool and driving online sales
Started surveillance and access control business and delivered more than 300 projects. Drove 80% of sales from website by offering bundle packages, AMCs to B2B & B2C clients
Oversaw clients acquisition in a new vertical for a land surveying company specializing in drone & 3D laser scanning projects. Executed projects with cross country strategic partnerships with expert teams for additional capabilities





