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Projects & Case Studies

Deep dives into my work across AI/ML, healthcare innovation, and strategic product leadership. Each project showcases end-to-end ownership from discovery to impact.

Note: Due to confidentiality agreements, I can only showcase a selection of my work. Some project details have been modified or generalized to protect proprietary information. Impact metrics and outcomes are accurately represented.

Legal AI "Deal to Real" thumbnail

Legal AI "Deal to Real"

Product Strategy Case Study

Designed an AI-powered solution that extracts, summarizes, and structures contract obligations into actionable execution plans

9% → 2%
Value Erosion
3 days → 30 min
Processing Time
AI/MLProduct StrategyLegalTech+2 more5 min read
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Employee Self-Service AI thumbnail

Employee Self-Service AI

Product Strategy Case Study

Designed an AI-powered self-service agent that answers employee questions across HR, IT, legal, and compliance domains with seamless ServiceNow integration

211K → 63K
Annual Tickets
3-5 days → 3 sec
Response Time
AI/MLProduct StrategyEmployee Experience+2 more6 min read
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CM-SHARE: Transforming Diabetes Care thumbnail

CM-SHARE: Transforming Diabetes Care

Sutter Health & AstraZeneca Partnership

Led product development for an innovative clinical decision support tool that revolutionized diabetes care, resulting in two peer-reviewed publications in JMIR Medical Informatics and Nature Scientific Reports

7-10 min/visit
Time Saved
800+
Monthly Visits
HealthcarePeer-Reviewed ResearchClinical Decision Support+3 more8 min read
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Miami Immersion: Winning Digital Media Strategy thumbnail

Miami Immersion: Winning Digital Media Strategy

Gies MBA Strategic Consulting

Collaborated with MBA team on winning proposal for digital media startup focused on U.S. Hispanic and LATAM audiences

Winner
Competition Result
5 MBAs
Team Size
StrategyMarketingDigital Media+3 more4 min read
Downloadable Deck
GPT-Powered Competitive Intelligence Tool thumbnail

GPT-Powered Competitive Intelligence Tool

Beckman Coulter Diagnostics

Built internal GPT tool that reduced competitive analysis time from 3+ weeks to 48 hours

3+ weeks → 48 hours
Time Reduction
15-20 hours/PM
Monthly Time Saved
AI/MLGPTAutomation+3 more5 min read
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