AI-ENABLED PRODUCT MANAGER

Build systems that scale

6+ years building AI-powered products, optimizing infrastructure, and driving $10M+ revenue growth. I combine technical depth with product intuition to solve hard problems.

$10M+

Revenue Generated

90%+

ML Accuracy

150+

Infrastructure Migrations

Starlink

Built ML pipeline detecting 4000+ satellites with 90%+ accuracy. Saved 8+ hours/week of manual work.

VWO

Drove $10M+ revenue through experimentation framework and BNPL optimization. Ran 50+ rigorous A/B tests.

Stallion Express

Scaled logistics platform to 35% MoM growth. Reduced fulfillment time by 50% through intelligent automation.

What I Bring to the Table

Six dimensions of product thinking that drive outcomes

Technical Depth

I code. I understand system design. This makes me dangerous in product discussions because I don't settle for hand-waving.

Experimentation Obsession

Built frameworks for running 50+ rigorous A/B tests monthly. Belief in data over intuition, always.

Systems Thinking

Products don't exist in isolation. I think about feedback loops, second-order effects, and ripple impacts.

AI Fluency

Beyond hype. I understand what ML can and can't do, where AI creates real product value, and how to build AI systems.

UX Obsession

Great products are obsessed with user problems. I run research, iterate, and measure impact relentlessly.

Execution Ability

Ideas are easy. I obsess over shipping products and moving metrics. Have shipped 20+ features with measurable impact.

Featured Projects

Deep dives into problems solved and impact delivered

Starlink Satellite Detection

ML pipeline for satellite signal tracking

Built real-time ML system achieving 90%+ accuracy in detecting and tracking Starlink satellites across a constellation of 4000+. Implemented signal processing pipeline with CNN model achieving production-grade reliability.

90%+
Accuracy
4000+
Satellites Tracked
8+ hrs/week
Manual Work Saved
Machine LearningSignal ProcessingPythonReal-time Systems
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90%+

Accuracy

VWO Conversion Platform

$10M+ revenue through optimization

Drove $10M+ revenue growth by building systematic experimentation framework for VWO's core product. Designed and ran 50+ rigorous A/B tests with statistical rigor. Optimized BNPL adoption with 30% lift.

$10M+
Revenue Generated
50+
Experiments Run
30%
BNPL Lift
Product StrategyData AnalysisExperimentationAnalytics
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$10M+

Revenue Generated

Stallion Express Scale

35% MoM growth through automation

Scaled logistics platform to 35% MoM traffic growth by implementing intelligent routing optimization and automated fulfillment. Reduced fulfillment processing time by 50% through product-level improvements.

35% MoM
Traffic Growth
5%
Customer Growth
50%
Fulfillment Reduction
Product ManagementOptimizationLogisticsAutomation
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35% MoM

Traffic Growth

Achievements

Grants, research, and measurable impact

GrantSpring 2026 · Health & Wellness Category · $500

PAMA — AI-Powered Biography Platform

UW iSchool Startup Grant

Co-founded a collaborative, AI-powered biography platform. Families create a shared story page, invite contributors, and the AI organizes memories into a cohesive life story. Awarded as one of eight projects in the Spring 2026 cohort.

Research2026 · Mixed Methods · 29 Participants · 6 Interviews

Confirmation Bias in AI Analytics Tools

University of Washington — Graduate Research

Investigated how LLM-based analytics tools reinforce confirmation bias in managerial decision-making. Found that trust explains under 4% of decision quality — validation processes cut blind acceptance by 34%.

Research2021–2023 · ECE Department

Starlink Satellite Signal Detection

University of Washington — Prof. Sumit Roy's Lab

Built ML pipeline achieving 90%+ accuracy detecting satellite signals across a 4000+ satellite constellation. Published findings in top-tier conferences.

Impact2022–2025 · 50+ A/B tests · 30% BNPL lift

$10M+ Revenue Through Experimentation

VWO

Built systematic experimentation framework from scratch. Drove measurable revenue growth through data-driven product decisions and BNPL optimization.

Experience & Background

Senior Product Manager

VWO

2022 - 2025

  • Drove $10M+ revenue growth through experimentation framework
  • Scaled testing throughput to 50+ concurrent tests/month
  • Built 100M+ events/day analytics pipeline

Graduate Researcher

UW Starlink Lab

2021 - 2023

  • 90%+ accuracy ML pipeline for satellite detection
  • Real-time signal processing system
  • Published research in top-tier conferences

Product Manager

Stallion Express

2020 - 2021

  • 35% MoM traffic growth through product optimization
  • 50% fulfillment time reduction
  • Built market fit from zero to profitable

Core Skills

Product

StrategyRoadmappingOKRsDiscoveryGTM

Data

A/B TestingSQLAnalyticsStatisticsExperimentation

Technical

PythonNode.jsKubernetesAWSMicroservices

AI/ML

Deep LearningSignal ProcessingLLMsModel EvaluationMLOps

Let's Work Together

I'm actively looking for roles where I can apply technical depth to ambitious product problems. Whether it's building AI products, scaling infrastructure, or solving hard technical problems—if the mission matters, I'm interested.

Typically respond within 24 hours. Open to relocation and flexible on timing for the right opportunity.

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Bhagyashree Vaidya | AI-Enabled Product Manager