Case Studies
Detailed breakdowns of AI/ML products I've shipped. Each case study follows the PM storytelling framework: Problem → Approach → Solution → Impact → Learnings.
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AI/ML
Recommendation SystemsPersonalizationB2C
AI-Powered Recommendation Engine
Increasing user engagement by 45% through personalized recommendations
+187%
Click-Through Rate
+45%
User Engagement
+32%
Conversion Rate
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AI/ML
NLPSearchSemantic Search
Intelligent Search with NLP
Improving search success rate from 45% to 78% using semantic understanding
+73%
Search Success Rate
-82%
Zero Results
-57%
Time to Find
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B2B SaaS
NLPOCRAutomation
ML-Powered Document Processing
Automating data extraction from 1M+ documents monthly
-92%
Processing Time
96%
Accuracy
$8M
Cost Savings
Want to Discuss These Projects?
I'm happy to go deeper into the technical details, decision-making process, and learnings from any of these projects.
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