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Rishi Marati

@rishimarati

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Senior data engineer and analyst building scalable pipelines, governed data models, and executive-ready insights.

Canada

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What I'm looking for

I’m looking for a senior data engineering/analytics role where I can build scalable pipelines, governed data models, and real-time dashboards. I want to partner with stakeholders to define KPIs and deliver performance insights in an Agile, fast-moving team.

I’m a data professional with 6+ years of experience across data engineering, analytics, and business intelligence in banking, retail, and enterprise environments. I turn raw datasets into structured, analytics-ready models, so teams can trust the numbers and move faster.

I design and implement scalable ETL/ELT pipelines using Python within Databricks, and I build high-performance data architectures with Snowflake. I’m an advanced SQL practitioner with deep expertise in query optimization, window functions, and complex joins—often improving performance through approaches like materialized views.

I bridge business and technical teams by translating complex data into actionable insights for executive decision-making. I define and operationalize KPIs, standardize and cleanse multi-source datasets, and run data validation and auditing to ensure accuracy and consistency across reporting systems.

I also deliver interactive dashboards in Power BI and Tableau to enable real-time KPI tracking and performance monitoring. In Agile environments, I manage priorities, automate recurring workflows to reduce reporting latency, and support stakeholders with reliable, end-to-end analytics delivery.

Experience

Work history, roles, and key accomplishments

Current

Senior Data Analyst/Data Engineer

Current

Bestway Group

May 2024 - Present (2 years)

Designed and implemented scalable Python ETL pipelines in Databricks to process operational and financial datasets. Built Snowflake data models, optimized complex SQL (including materialized views), and delivered Power BI/Tableau dashboards to reduce reporting latency and improve KPI visibility.

Python Databricks Snowflake ETL Advanced SQL Data Modeling Power BI Tableau Data Validation Performance Optimization

Data Analyst/Data Engineer

EQ Bank

Jan 2023 - Feb 2024 (1 year 1 month)

Developed and maintained Snowflake data pipelines to support customer analytics and reporting. Built Power BI dashboards for churn and transaction patterns, optimized SQL for performance, and automated recurring reports to reduce manual effort.

Snowflake SQL Power BI Python Data Pipelines Predictive Analytics Dashboarding Report Automation Data Validation

Business Analyst/Data Analyst

AMR India Limited

Jan 2022 - Aug 2022 (7 months)

Led data validation and cleansing to improve CRM data quality and created a centralized single source of truth for sales reporting. Developed automated Excel dashboards using Power Pivot and VBA, analyzed sales pipeline trends, and reduced manual reporting through recurring data preparation automation.

VBA Power Pivot SQL Data Validation Data Cleanse Data Reconciliation CRM Analytics Report Automation Business Reporting

Data Analyst

Cyient

Feb 2020 - Dec 2021 (1 year 10 months)

Supported ETL by extracting, transforming, and loading large datasets using SQL and Python, and helped migrate legacy systems to Databricks. Performed exploratory data analysis, built Tableau visualizations/reports, improved pipeline reliability, and implemented data extraction/transformation/validation SQL scripts.