Nov 2022 – Jan 2024 · 1 yr 2 mos · Remote

• Utilized AWS CDK, Lambda, Glue, and Athena to develop and manage cloud-native analytics
• pipelines for automated ingestion and transformation of transactional data at scale.
• Constructed and oversaw executive-level analytical dashboards to provide insights into key
• performance metrics, yield attribution, and campaign ROI for leadership and stakeholders.
• Spearheaded the re-architecture of reward computation and disbursement workflows, streamlining
• processes through deterministic data pipelines and reducing operational effort by 75%.
• Integrated diverse data sources such as GraphQL APIs, RPC endpoints, and REST services into
• standardized warehouse schemas to ensure uniform metrics and dependable downstream reporting.
• Implemented KPI monitoring, anomaly detection, and Slack-based alerting systems to enhance data
• reliability, incident detection, and response times for critical business metrics.
• Collaborated as the embedded analytics partner for product, marketing, and engineering teams,
• translating product modifications and campaign objectives into quantifiable metrics and decision-
• ready datasets.

Dec 2021 – Jun 2022 · 6 mos · Bengaluru, Karnataka, India

• Conducted comprehensive data analysis utilizing SQL and Python to evaluate teacher and student
• engagement in the SEA and North America regions, generating actionable insights.
• Developed and managed dbt transformation models in BigQuery to produce optimized,
• performance-driven datasets for downstream analytics.
• Formulated dimensional datasets and segmentation frameworks based on region, language, and
• device to facilitate cohort analysis, retention monitoring, and market-specific performance
• assessment.
• Collaborated cross-functionally with Sales, Engineering, and Leadership to translate business
• inquiries into well-defined metrics, dashboards, and analytical results.
• Led the end-to-end analytics delivery process, encompassing requirements gathering, metric
• definition, validation, and stakeholder communication.
• Created and maintained interactive dashboards using Hex and Google Data Studio to empower non-
• technical stakeholders with self-serve analytics capabilities, expediting decision-making processes.

Dec 2020 – Nov 2021 · 11 mos

• Led analytics and data infrastructure for the successful launch of two consumer products,
• collaborating with engineering, marketing, and external stakeholders to establish key metrics,
• instrumentation, and reporting mechanisms.
• Developed comprehensive user behavior tracking systems, including event schemas, funnel
• definitions, spending analysis, and feature adoption metrics.
• Enhanced ETL pipelines to handle high-volume event data, resulting in a 7× runtime improvement
• and overcoming bandwidth limitations for timely dataset availability.
• Created market analysis and projection models to inform go-to-market strategies, launch
• sequencing, and performance benchmarks.
• Implemented automated real-time and batch reporting/alerting systems utilizing BI APIs integrated
• with Slack/Flock, enhancing operational visibility and incident response efficiency during peak launch
• periods.
• Monitored core KPIs continuously, conducted root-cause analyses on funnel drop-offs, and drove
• data-driven optimizations leading to a 12% increase in sign-up conversion and a 6% enhancement in
• user retention.

Sep 2019 – Nov 2020 · 1 yr 2 mos

• Developed and automated SQL- and Python-based ETL pipelines to streamline data ingestion,
• transformation, and reporting processes, enhancing analyst productivity by approximately 30%.
• Conducted in-depth exploratory and cohort analysis on user behavior, promotion ROI, segmentation,
• and new-user retention to drive growth and monetization strategies.
• Created and managed KPI frameworks and validation procedures by integrating behavioral analytics
• with competitive market insights to support executive decision-making.
• Spearheaded the standardization of analytics processes across various business units, enhancing
• data consistency, reliability, and reusability for analysts and managers.
• Implemented scalable reporting and dashboard solutions for real-time monitoring of business
• performance during peak traffic periods.
• Authored a comprehensive analytics playbook outlining ETL architecture, metric definitions, and
• dashboard best practices to accelerate onboarding and operational decision-making.

Aug 2018 – Apr 2019 · 8 mos · Jamnagar Gujarat

• Learned and understood the plant activities and regular operation.
• Managed the workforce and took care of proper documentation.
• Took Parallel charge with a SFE ( Shift field engineer)
• Took care of all the required safety and time compliance of the job issued for the day.
• Worked on MS Visio to make a outline of procedures to follow during Emergency scenario regarding metal fires.