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

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finance
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finance

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