Case Studies
Deep dives into problems solved, impact delivered, and lessons learned
My Experience
Starlink Satellite Detection
Built ML pipeline achieving 90%+ accuracy in detecting satellite signals across 4000+ satellites
90%+
Accuracy
4000+
Satellites Tracked
8+ hrs/week
Manual Work Saved
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VWO Revenue Growth
Drove $10M+ revenue through experimentation framework and BNPL payment optimization
$10M+
Revenue Generated
50+
Experiments Run
30%
BNPL Lift
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Stallion Express Scale
Scaled logistics platform achieving 35% MoM traffic growth and 50% fulfillment efficiency
35% MoM
Traffic Growth
5%
Customer Growth
50%
Fulfillment Reduction
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Brand Case Studies
SpotifyAI Product Manager
Spotify AI Playlists
Reimagining music discovery through conversational AI curation
+15%
DAU Impact
+23 min
Listen Time
8%
Churn Reduction
AI/MLPersonalizationRecommendation SystemsNLP
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UberPlatform Product Manager
Uber Driver Trust & Safety
Building a real-time trust scoring system to reduce fraud and improve driver experience
-40%
Fraud Reduction
+18 pts
Driver NPS
<2%
False Positive Rate
Trust & SafetyML SystemsPlatformReal-time Processing
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