Growth & Product Analyst @ aha OTT | Behavioral analytics for 15M users | Retention, Funnel & Product | Snowflake · SQL · Python | ex- Qalara (Reliance Retail )

Bangalore

Hyderabad, Telangana, India

Bangalore Urban, Karnataka, India

Coimbatore, Tamil Nadu, India

Coimbatore, Tamil Nadu, India







M.Sc, Decision and computing science
Coimbatore Institute of Technology
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Over 15 million OTT users. Terabytes of behavioral data. My job is to find the signal in the noise - and turn it into decisions that grow products. I'm a Growth & Product Analyst currently at aha, South India's leading OTT platform, where I analyze viewer behavior, content consumption patterns, and retention funnels to improve how 10M+ users experience the platform every day. Before this, at Qalara (Reliance Retail's B2B global commerce platform), I built analytics infrastructure from scratch - Power BI dashboards, Python automation pipelines, RFM segmentation models that delivered a 20% uplift in sales performance and a 30% improvement in sales team efficiency. My edge is cross-functional: I sit at the intersection of product, data, and growth. I've shipped a Lead Management System, built a freight quote engine, and designed retention campaigns not just analyzed them. What I do well: User behavior & funnel analytics (GA4, Snowflake, SQL) | Retention modeling & lifecycle strategy (RFM, CLV, churn) | Product analytics & A/B experimentation | Dashboard design that non-technical stakeholders actually use Currently open to conversations around Senior Analyst, Product Analytics, or Growth roles in OTT, consumer tech, or e-commerce.
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Product analyst at BeBetta, Aug 2026 - Present · 3 mo, Bangalore
Assistant Manager - Analytics at aha, Oct 2025 - Aug 2026 · 10 mo, Hyderabad, Telangana, India, Owned analytics for a 15M user OTT platform, leveraging SQL (Snowflake, AWS) to analyze user behavior across acquisition, engagement, and retention, driving personalization and product led growth initiatives.
Business Analyst at Qalara, Jun 2024 - Oct 2025 · 1 yr 5 mos, Bangalore Urban, Karnataka, India, • Owned end-to-end product and marketing analytics; translated data into insights that improved funnel performance and CX. • Built and maintained Power BI dashboards integrated with GA4 to monitor user behavior and drive a 20% uplift in sales performance. • Extracted backend data using AWS Athena (SQL) and automated reporting pipelines with Python, reducing manual work by 40%. • Defined and tracked key KPIs including CLV, churn, and repeat purchase frequency to refine loyalty and growth programs. • Implemented a centralized Lead Management System and improved sales team efficiency by 30%. • Identified high-potential buyers using segmentation models (RFM, CLV) and developed data-driven buyer personas. • Streamlined AOP reporting and aligned performance insights with strategic planning and forecasting.
Data Analyst at Utvyakta (an IIoT company), Feb 2023 - Jun 2023 · 5 mos, Coimbatore, Tamil Nadu, India, • Improved maintenance schedules and gained practical experience in data analysis. Collected, organized, analyzed, and cleaned noisy data with attention to detail and accuracy to extract meaningful insights. • Implemented data warehousing techniques to develop and maintain data pipelines and workflows, ensuring accuracy. • Implemented statistical analysis to identify trends, patterns in data, increasing data transformation accuracy from 89% to 99.5% Collaborated with cross-functional teams and stakeholders to ensure data accuracy and consistency across different assets. • Weave storytelling into presenting insights and recommendations for non-technical stakeholders, to improve business goals. • Established real-time monitoring on KPI metrics in the dashboard, resulting in a 15% cost reduction in operational expenses and decreasing the chances of malfunctions by 30%
Content Developer - Technical at ProGrad Junior, Aug 2021 - Oct 2021 · 3 mos, Coimbatore, Tamil Nadu, India, • Created Python content and related projects to teach coding to 300+ kids aged 13-16 as part of the company's objective. • Participated in code reviews, documentation, PPT presentations, and knowledge-sharing sessions with mentors. • Contributed to business development and assisted in creating efficient designs and solution processes, resulting in a 30% improvement in Project Management.
M.Sc, Decision and computing science, Coimbatore Institute of Technology
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