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Naman Shah

@namanshah

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Product analyst specializing in data-driven product insights and analytics automation.

India

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What I'm looking for

I seek Product Manager/product analytics roles where I can partner with engineering and product teams to build automated, audit-ready data pipelines and dashboards that drive measurable business impact and scalable decision-making.

I am a product-focused data analyst with a Master's in Business Analytics and hands-on experience delivering measurable improvements across reporting, automation, and product adoption. I have repeatedly reduced reporting delays and manual effort while improving transparency and governance for stakeholders.

At BMO I designed dashboards and automated workflows that cut reporting delays 30% and improved scalability by 25%, while resolving data reliability issues and boosting adoption of insights across product teams. My internships and roles in financial services, insurance, healthcare, and startups reinforced my ability to translate analytics into decision-ready outputs for leadership.

I partner closely with engineering and cross-functional teams to build SQL-based data pipelines, API documentation, and automated analytics processes; these collaborations drove reporting accuracy improvements up to 35% and reduced manual interventions by 40% in prior engagements. I emphasize reproducibility, compliance, and clear technical documentation in every project.

My technical toolkit includes SQL, Tableau, Power BI, Python-based rule systems, REST APIs, and strong product lifecycle and agile practices. I take pride in creating audit-friendly visualizations and KPI frameworks that improve stakeholder clarity and accelerate data-driven product decisions.

Experience

Work history, roles, and key accomplishments

Product Analyst

Bank of Montreal

Aug 2024 - Jul 2025 (11 months)

Designed dashboards and automated workflows that cut reporting delays 30% and improved scalability 25%, standardizing analytics documentation to improve governance and boost insight adoption by 22%.

SQL Tableau Data Governance Dashboard Design Root Cause Analysis Process Optimization

Liquidity Research and Analyst Intern

Bank of Montreal

Jun 2023 - Aug 2023 (2 months)

Built SQL-based data pipelines and enhanced reporting automation, improving reporting accuracy by 35% and reducing manual intervention by 40% to support risk monitoring and leadership decisions.

SQL Data Integration Report Automation Technical Documentation Data Analysis Collaboration

Actuarial Analyst Intern

PNB MetLife India Insurance Co. Ltd

Apr 2022 - May 2022 (1 month)

Automated portfolio analytics pipelines to increase reporting efficiency by 30% and defined reporting metrics for data governance to improve compliance and visibility for leadership.

Automation)Data Governance Metrics Collaboration Risk Assessment Documentation

Product Analyst

Health Hatch

Apr 2021 - Dec 2021 (8 months)

Developed patient analytics workflows and retention dashboards that improved reporting reliability by 28% and increased training adoption and engagement metrics by up to 32%.

Dashboard Design Workflows Retention Scalability Reporting

Machine Learning Manager

Pasken Co.

Nov 2020 - Apr 2021 (5 months)

Integrated ML models with engineering teams to reduce deployment delays by 35% and supported pipeline automation and model documentation to improve reproducibility and knowledge transfer by ~25–28%.

Technical Documentation Cross Functional Collaboration

Product Marketing Analyst

DigiChefs

Jun 2019 - Apr 2020 (10 months)

Built campaign reporting dashboards that reduced analysis turnaround by 40% and conducted competitive and KPI analyses to improve marketing positioning and cross-team decision clarity by ~20–25%.

Campaign Analysis Dashboarding Competitive Analysis KPI Design Marketing Analytics Customer Feedback Analysis