Hi, I’m
SWATI
Product Manager · Product Analytics · User Research

I’m a PM who thinks in metrics first, using user research, analytics, and experimentation to turn ambiguity into product decisions.

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About

I'm the person who asks "what does the data say" before anyone starts building.

I studied Cognitive Science, Design, and Computer Science at UC Davis, where I spent two-plus years doing research, building data pipelines in Python and SQL, and presenting findings to cross-functional teams.

Now I'm starting my M.S. in Business Analytics at Carnegie Mellon's Tepper School. Before that, I worked across product and analytics: I set up KPI frameworks at Digo, built conversion dashboards at Giri Inc., improved invoice-matching accuracy at Opsfinity, and ran A/B tests at TechEquity AI.

I like working at the intersection of data and product decisions. I’m especially drawn to PM and analyst roles where strong decisions come from strong signals.

Swati at UC Davis graduation
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Selected Work

2025

KeepSake

Designed a family archive app that balances secure document storage with memory-keeping, after synthesizing 60 survey responses and 15 interviews into a six-week product sprint.

Read case study →
KeepSake app screens and family archive interface
KeepSake personas and user-needs slide
2026

Digo

Event organizers were losing 10+ hours per event across five disconnected tools. I led an AI event platform from discovery to launch, shaping the roadmap and ML-informed product decisions around 10+ organizer interviews, and cut manual setup time by 50%.

Read case study →
Digo event listing interface with upcoming AI events
Digo event detail and organizer dashboard view
2025

Pulse

Early-stage product teams have dashboards nobody trusts. I built an AI analytics copilot that answers questions in plain English in under 30 seconds, against a ~25 minute manual baseline, and lifted weekly active query volume 40% across 3 A/B tests.

Read case study →
Pulse analytics dashboard
Pulse query interface
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Experience

Jan 2026 - May 2026
Product Lead, Founding Team

Digo

Mountain View, CA

Owned early product discovery and KPI tracking for an AI event platform, turning organizer research into sharper MVP priorities.

50% less setup time Built KPI tracking and ran user research in Figma + Notion
Oct 2025 - Mar 2026
Product Consultant

Giri Inc.

Sunnyvale, CA

Used analytics, research, and experimentation to tighten Giri’s funnel and make checkout decisions more evidence-driven.

7 steps reduced to 3 Built an 8-KPI framework with competitive analysis and user interviews
Sep 2025 - Feb 2026
Product Consultant

Opsfinity

Remote

Improved invoice-matching accuracy in Acumatica ERP data and cut manual review workload for the finance team.

72% to 94% invoice-match accuracy Manual review workload cut 40% in Acumatica ERP data
Feb 2026 - May 2026
Product & UX Contractor

TechEquity AI

Remote

Designed product flows for an AI tutoring platform and used testing to improve onboarding, accessibility, and personalization.

A/B testing on onboarding Built Figma prototypes and accessibility improvements for NLP-driven flows
Jul 2023 - Jan 2026 Research
Research Assistant (Product/ML)

UC Davis Department of Computer Science

Davis, CA

Built data pipelines and benchmarking workflows for network-security research, turning technical experiments into clearer findings for the lab.

50% faster research deliverables Developed Python + SQL pipelines in Databricks for IDS evaluation
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Education

Carnegie Mellon University, Tepper School of Business

M.S. Business Analytics

Aug 2026 - May 2027
Key courses: Statistics, Modern Data Management, Data Visualization, Optimization for Prescriptive Analytics, and Machine Learning for Business Applications.

University of California, Davis

B.S. Cognitive Science · B.A. Design · Minor in Computer Science

Sep 2022 - Jun 2025
Key courses: Tech Management, Algorithms, Human-Computer Interaction, Cognitive Psychology, Logic & Probability, and Software Design.
Standout leadership & community: Finance Director for Davis Design Interactive, managing a $40,000 annual budget across 12+ design events, and Project Associate for the AI Student Collective, helping grow campus AI programming and community initiatives.
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Toolkit and Credentials

Data and Analytics
PythonSQLPandasNumPyQuickSightAlteryxExcelPipeline AutomationA/B TestingKPI Dashboards
AI and ML
ML PipelinesNLPIntrusion DetectionData AnonymizationLLM API Integration
Product and Research
User ResearchCompetitive AnalysisRICE PrioritizationPRD WritingAgile/ScrumStakeholder Management
Engineering
TypeScriptReactAngularGitFigmaNotion
Google Project Management Google
Google UX Design Google
Microsoft Product Management Microsoft
Google AI Essentials Google
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Explore My Work

~/swati/explore

Always down for a chat.

Open to PM and analytics roles. Or just want to talk about something you’re building? Let’s chat.

Pittsburgh, PA · Open to relocation