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Ashwatth/README.md

Hi there, I'm Ashwatth! πŸ‘‹

πŸš€ AWS Data Engineer | Finance Domain Expert

Welcome to my GitHub profile! I'm a passionate Data Engineer in the healthcare industry hadling finance data, specializing in building scalable data pipelines and cloud-native solutions.

πŸ’Ό Professional Experience

  • 🏦 Finance Industry: 3.5 years of hands-on experience in financial data engineering
  • ☁️ Cloud-Native Solutions: Designing and implementing data solutions on AWS
  • πŸ“Š Data Pipeline Architecture: Building robust ETL/ELT pipelines for financial data processing
  • πŸ”„ Agile Practitioner: Working in collaborative, fast-paced agile environments

πŸ› οΈ Technical Stack

Cloud & Data Services

AWS Data Services:

  • AWS Glue (ETL)
  • Amazon S3
  • AWS Lambda
  • Amazon Redshift
  • Amazon Athena
  • AWS Step Functions
  • Amazon EMR
  • AWS Lake Formation

Additional Platforms:

  • Databricks (Spark, Delta Lake)

Programming Languages

  • Python
  • SQL
  • Scala

Data Engineering Tools

  • Apache Spark: Large-scale data processing (Databricks, EMR)
  • Pandas & NumPy: Data manipulation and analysis
  • Pytest: Testing framework for Python applications

DevOps & Version Control

Version Control & Collaboration:

  • Git & GitHub
  • Bitbucket
  • Azure Pipelines
  • GitHub Actions

Project Management & Collaboration

Atlassian Suite:

  • Jira (Agile/Scrum)
  • Bitbucket
  • Confluence

🌟 What I Do

  • πŸ“Š Design and build scalable data pipelines for financial data processing
  • ☁️ Architect cloud-native solutions on AWS and Azure
  • πŸ”§ Develop ETL/ELT workflows using AWS Glue, Python, and Spark
  • πŸ“ˆ Implement data quality frameworks and monitoring solutions
  • 🀝 Collaborate in agile teams using Jira and Scrum methodologies
  • πŸš€ Work with version control systems (Git, Bitbucket, GitHub) and CI/CD tools

🎯 Current Focus

  • 🌱 Deepening expertise in Python, SQL, and Scala
  • πŸ“š Exploring advanced Apache Spark optimization techniques
  • πŸ” Exploring Snowflake for modern cloud data warehousing
  • πŸ“Š Learning Tableau, Power BI, and Alteryx for data analytics and visualization

πŸŽ“ Certifications

  • ☁️ AWS Certified Data Engineer - Associate
  • πŸ… AWS Certified Cloud Practitioner

πŸ’žοΈ Open to Collaborate On

  • πŸ—οΈ Data engineering projects (ETL pipelines, data warehousing)
  • ☁️ Cloud-native data solutions (AWS, Azure)
  • πŸ“Š Open-source data tools and frameworks
  • 🀝 Finance domain data projects
  • πŸ§ͺ Python libraries for data engineering

πŸ“« How to Reach Me

  • πŸ“§ Email: [Your Email]
  • πŸ’Ό LinkedIn: [Your LinkedIn Profile]
  • 🐦 Twitter: [Your Twitter Handle] (optional)
  • 🌐 Portfolio: [Your Website] (optional)

πŸ’Ό About My GitHub

Note: Most of my professional work (3.5 years) has been in private company repositories (Bitbucket and enterprise GitHub). My public GitHub contains personal learning projects and experiments.

What I've Built Professionally (Private Repos):

  • 🏦 Financial Data Pipelines: Production ETL pipelines processing millions of transactions daily
  • ☁️ AWS Glue Jobs: Serverless data transformation workflows for financial reporting
  • πŸ“Š Data Warehousing: Redshift-based analytics platforms with complex data models
  • πŸ”„ CI/CD Automation: Azure Pipelines for automated testing and deployment
  • πŸ“ˆ Data Quality Frameworks: Automated validation and monitoring systems

πŸ’‘ "Good Data = Good AI, that's where Data Engineers come in"

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