Madhumitha R

Data Engineer

Bengaluru, Karnataka, India6 yrs 5 mos experience
Highly Stable

Key Highlights

  • Achieved 60% reduction in query load times.
  • Led migration of 500TB+ data to Snowflake.
  • Engineered real-time financial dashboards for KPI monitoring.
Stackforce AI infers this person is a Data Engineer specializing in Fintech and MarTech with strong automation and data analysis skills.

Contact

Skills

Core Skills

Data EngineeringAutomationBusiness IntelligenceData MigrationData VisualizationData Science

Other Skills

AlgorithmsAmazon Web Services (AWS)AndroidAndroid DevelopmentAndroid StudioBasketballBig DataBig Data AnalyticsBloggingBootstrapC (Programming Language)C++Cascading Style Sheets (CSS)Core JavaData Analysis

About

As a ๐ƒ๐š๐ญ๐š ๐„๐ง๐ ๐ข๐ง๐ž๐ž๐ซ with ๐จ๐ฏ๐ž๐ซ 5 ๐ฒ๐ž๐š๐ซ๐ฌ ๐จ๐Ÿ ๐ž๐ฑ๐ฉ๐ž๐ซ๐ข๐ž๐ง๐œ๐ž, my work has centered on elevating data management and analytics for key clients, including ๐€๐ฉ๐ฉ๐ฅ๐ž ๐ˆ๐ง๐œ. Through the integration of ๐’๐ง๐จ๐ฐ๐Ÿ๐ฅ๐š๐ค๐ž'๐ฌ ๐œ๐ฅ๐จ๐ฎ๐ ๐œ๐š๐ฉ๐š๐›๐ข๐ฅ๐ข๐ญ๐ข๐ž๐ฌ and ๐๐ฒ๐ญ๐ก๐จ๐ง automation, our team has advanced marketing strategies and significantly ๐›๐จ๐จ๐ฌ๐ญ๐ž๐ ๐ž๐Ÿ๐Ÿ๐ข๐œ๐ข๐ž๐ง๐œ๐ฒ ๐ฆ๐ž๐ญ๐ซ๐ข๐œ๐ฌ. With a strong ๐ž๐๐ฎ๐œ๐š๐ญ๐ข๐จ๐ง๐š๐ฅ ๐Ÿ๐จ๐ฎ๐ง๐๐š๐ญ๐ข๐จ๐ง ๐ข๐ง ๐‚๐จ๐ฆ๐ฉ๐ฎ๐ญ๐ž๐ซ ๐’๐œ๐ข๐ž๐ง๐œ๐ž, my skills in data pipeline construction and business intelligence have led to a ๐Ÿ”๐ŸŽ% ๐ซ๐ž๐๐ฎ๐œ๐ญ๐ข๐จ๐ง ๐ข๐ง ๐ช๐ฎ๐ž๐ซ๐ฒ ๐ฅ๐จ๐š๐ ๐ญ๐ข๐ฆ๐ž๐ฌ and a ๐Ÿ๐Ÿ“% ๐ข๐ง๐œ๐ซ๐ž๐š๐ฌ๐ž ๐ข๐ง ๐๐š๐ฌ๐ก๐›๐จ๐š๐ซ๐ ๐Ÿ๐ฎ๐ง๐œ๐ญ๐ข๐จ๐ง๐š๐ฅ๐ข๐ญ๐ฒ. These technical competencies, combined with a passion for collaborative ๐ฉ๐ซ๐จ๐›๐ฅ๐ž๐ฆ-๐ฌ๐จ๐ฅ๐ฏ๐ข๐ง๐ , are the drivers of my professional journey, consistently delivering ๐ฉ๐ž๐ซ๐Ÿ๐จ๐ซ๐ฆ๐š๐ง๐œ๐ž ๐ ๐š๐ข๐ง๐ฌ and ๐š๐œ๐ญ๐ข๐จ๐ง๐š๐›๐ฅ๐ž ๐›๐ฎ๐ฌ๐ข๐ง๐ž๐ฌ๐ฌ ๐ข๐ง๐ฌ๐ข๐ ๐ก๐ญ๐ฌ. Looking ahead, Iโ€™m excited to continue leveraging ๐๐š๐ญ๐š-๐๐ซ๐ข๐ฏ๐ž๐ง ๐ข๐ง๐ฌ๐ข๐ ๐ก๐ญ๐ฌ to empower ๐›๐ฎ๐ฌ๐ข๐ง๐ž๐ฌ๐ฌ ๐ฌ๐ญ๐ซ๐š๐ญ๐ž๐ ๐ข๐ž๐ฌ and drive ๐ข๐ง๐ง๐จ๐ฏ๐š๐ญ๐ข๐ฏ๐ž ๐ฌ๐จ๐ฅ๐ฎ๐ญ๐ข๐จ๐ง๐ฌ in ๐œ๐ฅ๐จ๐ฎ๐ ๐๐š๐ญ๐š ๐ž๐ง๐ ๐ข๐ง๐ž๐ž๐ซ๐ข๐ง๐ .

Experience

6 yrs 5 mos
Total Experience
2 yrs 4 mos
Average Tenure
1 yr 9 mos
Current Experience

Tiger analytics

Data Engineer

Sep 2024 โ€“ Present ยท 1 yr 9 mos ยท Bengaluru, Karnataka, India ยท Hybrid

  • Led the end-to-end automation of critical actuarial reporting processes, significantly cutting down manual effort and overall turnaround time for both quarterly and annual regulatory filings.
  • Built a robust and reusable Python-SQL modular framework to efficiently extract, transform, validate, and reconcile large volumes of complex financial data sourced from Excel spreadsheets and SQL databases.
  • Delivered a scalable and reliable system that successfully replaced over 20 manual reconciliation tasks with scheduled automation scriptsโ€”boosting accuracy, repeatability, transparency, and audit readiness.
  • Reduced actuarial report preparation time from 5 business days to 1 productive hour per quarter by automating Excel dashboards, slicers, formatting rules, and PDF generationโ€”saving an estimated 20 person-days yearly.
  • Partnered with cross-functional actuarial, finance, and engineering teams to implement version-controlled, documentation-rich pipelines, accelerating report delivery while reducing dependency on manual support.
PythonSQLAutomationData ValidationData ReconciliationData Engineering

Tata consultancy services

4 roles

Information Technology Analyst

Feb 2024 โ€“ Sep 2024 ยท 7 mos

  • Led a marketing portfolio project for ๐€๐ฉ๐ฉ๐ฅ๐ž ๐ˆ๐ง๐œ., utilising Snowflake for comprehensive data analysis, Python for automation, and business intelligence to drive actionable insights.
  • Collaborated with a multi-vendor team to identify and streamline data sources, optimising data collection processes.
  • Integrated advanced features like ๐“๐ข๐ฆ๐ž ๐“๐ซ๐š๐ฏ๐ž๐ฅ for data versioning and ๐™๐ž๐ซ๐จ ๐‚๐จ๐ฉ๐ฒ ๐‚๐ฅ๐จ๐ง๐ข๐ง๐  for efficient environment replication.
  • Implemented ๐๐ฒ๐ง๐š๐ฆ๐ข๐œ ๐๐š๐ญ๐š ๐ฆ๐š๐ฌ๐ค๐ข๐ง๐  to strengthen security measures and ensure compliance with regulatory standards.
  • Scraped data from YouTube channels related to Apple and influencer content to analyze engagement metrics such as comments, likes, and shares. Integrated this data into Snowflake for comprehensive analysis, providing insights into audience sentiment and content effectiveness across digital platforms.
  • Achieved significant ๐ฉ๐ž๐ซ๐Ÿ๐จ๐ซ๐ฆ๐š๐ง๐œ๐ž ๐ ๐š๐ข๐ง๐ฌ by employing advanced performance tuning techniques, reducing query load times by ๐Ÿ”๐ŸŽ%.
SnowflakePythonBusiness IntelligenceData AnalysisData ScrapingData Engineering

Systems Engineer

Promoted

Jan 2022 โ€“ Jan 2024 ยท 2 yrs

  • Managed end-to-end migration of Enterprise DWH for ๐๐จ๐ซ๐๐ž๐š ๐๐š๐ง๐ค from Teradata to Snowflake, handling ๐Ÿ“๐ŸŽ๐ŸŽ๐“๐+ data and achieving $๐Ÿ๐Ÿ–๐Œ cost savings.
  • Led a ๐Ÿ๐ŸŽ+ member team in remediating and optimising ๐Ÿ๐ŸŽ,๐ŸŽ๐ŸŽ๐ŸŽ+ tables, ๐Ÿ‘๐ŸŽ,๐ŸŽ๐ŸŽ๐ŸŽ+ views, and ๐Ÿ๐Ÿ,๐ŸŽ๐ŸŽ๐ŸŽ+ procedures, ensuring seamless transition and preserving functionality.
  • Developed automated Python scripts to streamline data workflows, reducing manual intervention by ๐Ÿ’๐ŸŽ% and enhancing operational efficiency.
  • Conducted ๐ฉ๐ž๐ซ๐Ÿ๐จ๐ซ๐ฆ๐š๐ง๐œ๐ž ๐ญ๐ฎ๐ง๐ข๐ง๐  on codebase, achieving a ๐Ÿ“๐ŸŽ% reduction in query load times, thereby optimizing system performance.
  • Mentored junior engineers in data warehousing best practices, boosting departmental productivity by ๐Ÿ๐ŸŽ% and ensuring team-wide knowledge transfer.
  • Collaborated with clients to implement ๐ซ๐จ๐ฅ๐ž-๐›๐š๐ฌ๐ž๐ ๐š๐œ๐œ๐ž๐ฌ๐ฌ ๐œ๐จ๐ง๐ญ๐ซ๐จ๐ฅ (๐‘๐๐€๐‚) and created ๐ฉ๐ซ๐จ๐จ๐Ÿ-๐จ๐Ÿ-๐œ๐จ๐ง๐œ๐ž๐ฉ๐ญ๐ฌ (๐๐Ž๐‚๐ฌ) for unsupported Teradata functions, ensuring robust security and functionality.
  • Optimized data operations and ensured data integrity by using advanced Snowflake features such as ๐“๐š๐ฌ๐ค๐ฌ for workflow automation, ๐’๐ญ๐ซ๐ž๐š๐ฆ๐ฌ for real-time replication, and ๐“๐ข๐ฆ๐ž ๐“๐ซ๐š๐ฏ๐ž๐ฅ for data recovery and audit trails.
SnowflakeTeradataPythonData MigrationPerformance TuningData Engineering

Systems Engineer

Aug 2020 โ€“ Dec 2021 ยท 1 yr 4 mos

  • Engineered real-time financial dashboard in Power BI leveraging transactional data from SAP HANA data, enabling dynamic KPI monitoring.
  • Optimised data processing with indexing and partitioning, cutting dashboard load times by 30% for seamless data access.
  • Enabled informed decision-making by delivering actionable insights through streamlined data analysis and visualisation techniques.
  • Implemented data governance best practices to maintain data integrity and ensure the accuracy of financial metrics monitored on the dashboard.
Power BISAP HANAData ProcessingData GovernanceBusiness IntelligenceData Visualization

Data Science Intern

Jan 2020 โ€“ Apr 2020 ยท 3 mos ยท Greater Bengaluru Area

  • Performed demand forecasting analysis and created a recommendation model for the retail warehouse sector.
  • Study on Market Basket Analysis
  • Performed Association rule mining on Instacart Dataset
Demand ForecastingMarket Basket AnalysisData Science

Bangalore chamber of industry & commerce

Project Intern

Mar 2019 โ€“ Dec 2019 ยท 9 mos ยท India

  • Objective and Scope:
  • Engage the community to prepare students and make them employable through live projects
  • Platform for students, mentors to collaborate and co-create solutions for technical problems that will either directly or indirectly impact a product/solution
  • Create a portal with repository of industry projects โ€“ creating collaboration platform where students are guided , mentors solve their problem
  • Organizations /start ups /researcher post projects with description
  • Provide e-certificate, badges, ratings
  • It is an industry wide portal and will be popularized across Academia and industry

Education

New Horizon College of Engineering

Bachelor of Engineering - BE โ€” Computer Science

Jan 2016 โ€“ Jan 2020

Air Force School, ASTE

12th Standard โ€” PCM & Computer Science

Jan 2014 โ€“ Jan 2016

Air Force School, ASTE

10th Standard

Jan 2013 โ€“ Jan 2014

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