Alex Rivera

AI Product Manager

Former Technical Lead transitioning to AI Product Management. 8+ years building ML-powered products, now seeking to lead cross-functional teams in defining AI strategy.

Stakeholder Presentation Video

AI Strategy Stakeholder Presentation

Leadership

5-minute video presentation delivered to C-suite explaining AI roadmap and ROI projections for enterprise ML initiative.

Evidence Summary

Situation: Board needed clarity on $2M AI investment

Task: Create executive-friendly AI strategy presentation

Action: Developed ROI model, recorded stakeholder video

Result: Secured board approval, 40% faster than previous initiatives

Executive Communication AI Strategy ROI Analysis
ML Performance Dashboard

ML Model Performance Dashboard

Technical

Real-time dashboard tracking recommendation engine KPIs including model accuracy, API latency, and A/B test results.

Evidence Summary

Situation: No visibility into ML model performance in production

Task: Design monitoring system for ML product metrics

Action: Built dashboard integrating model metrics with business KPIs

Result: Reduced incident detection time by 65%

ML Ops Data Visualization API Metrics
Medium Article on AI Product Strategy

Thought Leadership: AI Product Roadmapping

Strategic

Published article on Medium exploring frameworks for prioritizing AI features when technical feasibility is uncertain.

Evidence Summary

Situation: Industry lacks PM frameworks for AI uncertainty

Task: Share learnings from 3 years of AI product work

Action: Authored framework combining technical spikes with customer validation

Result: 12K+ reads, invited to speak at ProductCon

Thought Leadership Product Strategy AI/ML