Sayali Sawant
Turning user behavior into growth | Product & Growth Analytics | SQL · Python · A/B Testing · ML | MS Data Science @ Pace
- Role
- Product Analyst at Filmy Ai
- Location
- Harrison, NJ, US
- LinkedIn followers
- 500 followers
About Sayali Sawant
I turn user behavior data into growth decisions that actually move the needle — whether that\'s a SaaS platform optimizing activation, a consumer app reducing churn, or an e-commerce brand improving conversion.With 5+ years in product, growth, and marketing analytics, I\'ve worked across the full funnel — from understanding why users drop off, to designing experiments that fix it, to building the frameworks teams use to make faster, better decisions.At AGR Knowledge Services, I led end-to-end funnel and behavioral analysis for a retail client that resulted in a 15% increase in conversion rate and 6% lift in AOV — not by accident, but through structured experimentation, cohort analysis, and close collaboration with product and GTM teams.What I bring to the table: → Funnel & retention analysis that surfaces the \"why\" behind the numbers → A/B and multivariate testing — from hypothesis to statistical validation → SQL, Python, Tableau — plus hands-on ML for behavioral modeling → A dual lens of data science and business strategy (MS Data Science + MBA Marketing)Beyond the day job, I build. My social listening platform converts unstructured Twitter data into actionable brand insights using NLP and LLMs — because I believe the next generation of analytics is AI-augmented, not just dashboard-driven. https://socialmedialistener.netlify.app/Currently open to Product Analyst, Growth Analyst, and Data Analyst roles across SaaS, consumer apps, e-commerce, fintech, or any product-led company where understanding user behavior drives growth.Let\'s connect
Experience
Product Analyst
Jan 2026 — Present · New York, NY, US
Conducting end-to-end product and growth analytics for a pre-launch two-sided platform connecting film industry talent with hiring professionals.\"→ Designed activation funnel analysis framework to identify drop-off points and surface retention strategies ahead of platform launch→ Translated broad growth goals into measurable KPIs and analytical frameworks in collaboration with product and business teams→ Conducted market and competitor analysis to benchmark platform positioning and identify growth opportunities→ Supported data strategy and experimentation roadmap contributing to product decision-making before official launch
Education
University of Mumbai
Bachelor of Engineering - BE, Computer Engineering
2011 — 2015
Kishinchand Chellaram College of Arts Commerce and Science
HSC, Science
2010 — 2011
Pace University - Seidenberg School of Computer Science and Information Systems
Master of Science - MS, Data Science
St. Francis Institute Of Management and Research
Master of Business Administration - MBA, Marketing
2018 — 2020
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