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Ayush Srivastava

Product Scientist @ Sundial | Product Analytics, Data Analytics

Bengaluru

2+ years of work experience

Sundial
Jan 20251 yr 8 mosPresent

• Analyzed user behavior across B2B, D2C, AI, and gaming clients (10M+ DAU) by combining event-level data with business and revenue metrics. Identified key growth and monetization opportunities by uncovering patterns across the user lifecycle. • Owned end-to-end data workflows, transforming raw event data into structured, reliable datasets. Optimized data models and reporting layers to ensure consistent metric definitions aligned with subscription growth and revenue performance. • Defined KPI frameworks across acquisition, activation, retention, and monetization, enabling clearer tracking of product performance. Built stakeholder-ready dashboards and visualizations to translate complex data into actionable insights. • Delivered deep-dive analyses including user segmentation, aha moment analysis, and cross-product behaviour. Contributed to agentic playbooks by identifying repeatable patterns and enabling data-driven decisions around pricing, packaging, and product strategy.
Sundial
Jul 20246 mosDec 2024

StraysCue
May 20224 mosAug 2022

Remote

Designed a digital platform enabling NGOs to track rescued animal health records and treatment progress. Developed backend components including authentication systems and case management infrastructure. Implemented database systems to store and retrieve rescue case information and reporter details.

Ayush’s AI Stack

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Education

Birla Institute of Technology and Science, Pilani

Bachelor of Engineering, Computer Science

Birla Institute of Technology and Science, Pilani

20205 yrs2025
Birla Institute of Technology and Science, Pilani

Master of Science, Biological Sciences

Birla Institute of Technology and Science, Pilani

20205 yrs2025

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Headline

Product Scientist @ Sundial | Product Analytics, Data Analytics

About

I’m an analyst who enjoys understanding the story behind the data and using it to drive better product and business decisions. I like exploring user behavior, asking the right questions, and uncovering insights that help improve how products work and how users experience them. I’m an avid learner who is constantly curious about data, technology, and product thinking, and I enjoy approaching problems with both analytical and programming perspectives.

Location

Bengaluru

AI stack

opencode

claudecode

Work experience

Product Scientist at Sundial, Jan 2025 - Present · 1 yr 8 mos, • Analyzed user behavior across B2B, D2C, AI, and gaming clients (10M+ DAU) by combining event-level data with business and revenue metrics. Identified key growth and monetization opportunities by uncovering patterns across the user lifecycle. • Owned end-to-end data workflows, transforming raw event data into structured, reliable datasets. Optimized data models and reporting layers to ensure consistent metric definitions aligned with subscription growth and revenue performance. • Defined KPI frameworks across acquisition, activation, retention, and monetization, enabling clearer tracking of product performance. Built stakeholder-ready dashboards and visualizations to translate complex data into actionable insights. • Delivered deep-dive analyses including user segmentation, aha moment analysis, and cross-product behaviour. Contributed to agentic playbooks by identifying repeatable patterns and enabling data-driven decisions around pricing, packaging, and product strategy.

Product Scientist at Sundial, Jul 2024 - Dec 2024 · 6 mos

Back End Developer at StraysCue, May 2022 - Aug 2022 · 4 mos, Remote, Designed a digital platform enabling NGOs to track rescued animal health records and treatment progress. Developed backend components including authentication systems and case management infrastructure. Implemented database systems to store and retrieve rescue case information and reporter details.

Education

Bachelor of Engineering, Computer Science, Birla Institute of Technology and Science, Pilani

Master of Science, Biological Sciences, Birla Institute of Technology and Science, Pilani

Ayush Srivastava - Product Scientist in Bengaluru | Tal