Madhusudhan Biradar

Madhusudhan Biradar

Data Engineer
India
Kannada, Marathi, Hindi, English

نبذة عني

Data Engineer with strong foundations in Python, SQL, PySpark, and Power BI,
experienced in building end-to-end data pipelines, transforming raw data into analytics-ready
datasets, and delivering business insights throug…

الخبرة

Designed ETL data pipelines

Bank Statement Analyzer

Designed ETL data pipelines for replacing client ETL into specific standard framework
Ensured data quality by implementing data validation, cleaning, and transformation
Optimized performance by improving ETL processes, ensuring fast data processing
Collaborated with stakeholders to understand business requirements
Ensured compliance with security and regulatory standards

Built an ETL data pipeline

Retail Banking Transactions Analytics Platform

Built an ETL data pipeline using Python and SQL to analyze retail banking transactions
Processed and transformed customers demographic data
Developed logic and data analytics statistical model to enhance the transaction data
Created Python based metrics for transaction volume, account activity, and branch performance
Developed Power BI dashboards to monitor customer behavior and transaction trends

Developed a data analytics platform

Loan & Credit Risk Analytics Platform

Developed a data analytics platform to analyze loan applications, repayments, and credit risk indicators
Transformed loan and repayment data using PySpark to track default rates and repayment behavior
Designed SQL based analytics tables for loan performance and risk monitoring
Built Power BI dashboards to visualize loan trends and credit risk metrics

Built an ETL data pipeline

Hospital Operations & Patient Analytics Platform

Built an ETL data pipeline to analyze hospital admissions, discharges, and operational efficiency
Cleaned and transformed patient and treatment data using PySpark for analytics reporting
Created Python based metrics to track bed utilization, patient flow, and department performance
Designed Power BI dashboards to support hospital management decision-making

Joint Director – Community Services | Editor – Public Relations

Rotaract Club of RRCE

Led and coordinated community service initiatives involving cross-functional student teams
Collaborated with internal and external stakeholders to plan and execute outreach programs

Project

Card Tokenization for secure banking

Monitored ETL pipeline runs, handled failures, and resolved performance issues to ensure reliable data processing and ensuring seamless data flow and integration using flask framework, Enhanced tokenization dictionary and composed storage standards for normalized and efficient performance and robustness of built model

Project

Retail Banking Transactions Analytics Platform

Built an ETL data pipeline using Python and SQL to analyze retail banking transactions, Processed and transformed customers demographic data developed logic and data analytics statistical model to enhance the transaction data, Created Python based metrics for transaction volume, account activity, and branch performance, Developed Power BI dashboards to monitor customer behavior and transaction trends

Project

Loan & Credit Risk Analytics Platform

Developed a data analytics platform to analyze loan applications, repayments, and credit risk indicators, Transformed loan and repayment data using PySpark to track default rates and repayment behavior, Designed SQL based analytics tables for loan performance and risk monitoring, Built Power BI dashboards to visualize loan trends and credit risk metrics

Project

Hospital Operations & Patient Analytics Platform

Built an ETL data pipeline to analyze hospital admissions, discharges, and operational efficiency, Cleaned and transformed patient and treatment data using PySpark for analytics reporting, Created Python based metrics to track bed utilization, patient flow, and department performance, Designed Power BI dashboards to support hospital management decision-making

Project

Bank Statement Analyzer

Designed ETL data pipelines for replacing client ETL into specific standard framework, Ensure data quality by implementing data validation, cleaning, and transformation, Optimized performance by improving ETL processes, ensuring fast data processing, Collaborated with stakeholders to understand business requirements, Ensure compliance with security and regulatory standards

المهارات

جافا ماي إس كيو إل بوستجريس كيو إل بايثون (لغة برمجة) هادوب (Hadoop) هيف (Hive) MS إكسل باي سبارك ترميز كائنات جافا سكريبت (JSON) باور بي آي لغة البرمجة آر (R) تابلو MS Power Query Seaborn Matplotlib CSV Parquet Azure(ADF Databricks Key Vault ) GCP(Big Query VertexAI) Git bitbucket stash Azure Azure Data Factory Databricks Key Vault GCP BigQuery Vertex AI Bitbucket Stash Flask SQL
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