Headline

Associate Product Manager | Turning Data into Product Decisions | Ex-Amazon | Roadmapping, User Research, Stakeholder Alignment

About

I'm a data-driven professional with 3+ years of experience turning complex datasets into decisions that move the business — and I'm now focused on bringing that lens to product management. At Amazon, I've worked closely with stakeholders to gather requirements, translate ambiguous business questions into structured analysis, and build the dashboards and reporting infrastructure that teams use to make calls in real time. That work improved data accuracy and reporting efficiency by 25%, and it's taught me something most PMs learn the hard way: good product decisions live or die on the quality of the data behind them. What draws me to product management is the chance to move from informing decisions to owning them — defining the problem, aligning stakeholders, and shipping the solution, not just the analysis behind it. My background gives me an edge here: I already know how to read a KPI dashboard critically, spot the metric that's actually broken, and push back on a requirement that doesn't hold up. Recent hands-on work includes analyzing viewer behavior trends (Netflix dataset) and e-commerce sales performance — both exercises in going from raw data to a clear, actionable recommendation, which is the muscle I want to keep building as a PM. Background: B.E. in Electrical and Electronics Engineering, hands-on with Power BI, SQL, Python, and Agile/Scrum environments. Open to connecting with PMs, analysts-turned-PMs, and anyone building data-informed products.

Location

Vijayapura

AI stack

cursor

opencode

Work experience

Analytics Consultant at Quantzig, Jul 2025 - Present · 1 yr 2 mos, Bengaluru, Karnataka, India

Data Consultant at Quantzig, Jul 2025 - Present · 1 yr 2 mos, Partner with global clients to deliver data-driven business solutions in the domains of retail, e-commerce, and supply chain analytics. Designed Power BI dashboards and SQL-based data models to track key KPIs across marketing and operations, improving decision turnaround time by 35%. Automated client reporting processes using Python and AWS Redshift, reducing manual effort by 40% and improving accuracy. Collaborated with cross-functional teams to implement ETL workflows (Informatica PowerCenter, AWS Glue) ensuring data integrity and governance. Led requirement workshops, translating business goals into analytical roadmaps and performance insights for stakeholders.

Automation Analyst at Amazon, Aug 2022 - Dec 2024 · 2 yrs 5 mos, Remote, ● Enhanced Data Accuracy and Reporting – Performed advanced data analysis and report generation, improving data accuracy by 25% through the use of Excel (Macros, VLOOKUP, Pivot Tables) and financial systems for payroll processing and compliance tracking. ● Spearheaded the requirement gathering process by engaging stakeholders and documenting business needs in user stories, streamlining workflows and driving a reduction in project turnaround time. ● Conducted in-depth sales data analysis to uncover trends, patterns, and growth opportunities, enabling data-driven strategies that improved business outcomes. Recommended actionable insights, leading to a 15% improvement in sales forecasting accuracy. ● Developed and maintained interactive dashboards and real-time reports using Power BI, providing stakeholders with actionable insights to drive timely business decisions. ● Delivered timely and accurate reports to management, providing actionable insights that improved decision-making processes by 35%. ● Designed and implemented ETL pipelines to facilitate seamless data migration from operational systems into the staging area (Source to Staging) and into the Data Warehouse, ensuring data integrity, accuracy, and reliability. ● Optimized complex data transformations by leveraging Informatica PowerCenter, including Source Qualifier, Lookup, Update Strategy, Aggregator, Expression, Filter, and Joiner transformations, resulting in efficient data processing and reduced latency. ● Addressed data integration challenges by standardizing ETL processes and improving data workflows, which enhanced data availability for analytics and reporting teams. ● Developed interactive Power BI Reports and Dashboards integrated with SQL Server to provide stakeholders with real-time insights and actionable intelligence, enabling improved business performance and decision-making. ● Collaborated on the end-to-end ETL design by identifying bottlenecks in data loading .

Education

Bachelor of Engineering - BE, Electrical and Electronics Engineering, Visvesvaraya Technological University

Bachelor's Degree, VTU Group