Data_engineer Resume
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Resume:
MURIEL BANZE
S Wabash Ave, Chicago, Illinois, | |
TECHNICAL SKILLS
Programming Languages: Python, SQL, SAS, and R programming.
Libraries: pandas, NumPy, SciKit-Learn, matplotlib, Beautiful Soup, ggplot, shiny
Databases: MySQL, NoSQL, MongoDB, Neoj, Oracle, Snowflake
Software Applications: Amazon Web Services AWS, Confluence, Kinesis, SqlDBM, MySQL workbench, MuleSoft, Tableau, Pentaho, Datadog, JIRA, docker, Git, Power BI.
WORK EXPERIENCE
Foundry, a Digital Currency Group Company, Rochester, NY Aug. – Oct.
Data Engineer I
- Recognized by CNBC for delivering global geolocation-based data insights, showcasing expertise in data collection, analysis, and visualizations through tableau in coordination with marketing team, compliance, and legal team.
- Spearheaded API driven data acquisition mechanisms and high-volume data ingestion using AWS, effectively managing TB data hourly into JSON, Parquet formats, achieving a remarkable % reduction in ingestion time.
- Proficient in dimensional modeling, designing star and snowflake schemas for data warehousing using SqlDBM.
- Created API solutions using MuleSoft to expose data to external clients, streamlining data integration processes.
- Architected data infrastructure and optimized data retrieval by crafting SQL queries for tables, views, materialized views, and streams in Snowflake.
- Leveraged cloud platform serverless architecture with AWS Lambda functions, Kinesis FireHose streams, SQS, and SNS to process and transmit data efficiently for data products.
- Orchestrated data ETL processes using AWS Glue crawlers, jobs, and workflows, automating data transformations, Athena data catalog management, written project documentation and ensuring data quality.
- Established robust data governance, QA, data integrity, monitor, and alerting systems with Datadog, proactively identifying and addressing system performance issues.
Foundry, a Digital Currency Group Company, Rochester, NY Jan. – Aug.
Data Engineer Co-op
- Designed ETL workflows to extract data from the Avalanche blockchain via REST APIs, performed data manipulation to convert it into key financial data essential for Foundry's staking operations, storing it in MySQL DB.
- Created Tableau dashboards visualizing insights into blockchain transactions, addresses and rewards.
- Drove profitability analysis for Foundry's staking teams, leveraging Excel, SAS and SQL for rewards and ROI.
- Achieved % data accuracy, and reliability through rigorous unit testing to validate data pipelines.
- Configured GitLab CI/CD pipelines for quality control, automate code integration, and deployment processes.
Adcrack Media Private Limited, Bengaluru, India Sep. – Nov.
Test Engineer Intern
- Orchestrated collaboration with product managers and application developer team members to strategize portal functionality, client requirements gathering, design reports, for advertising publication.
- Conducted user acceptance testing, ensuring % improvement in account maintenance and client experience.
Dimensional Data Modeling for ‘The Product Company’ Aug. – Dec.
· Designed relational Star Schema enterprise data models for efficient data warehousing, processing, and analysis.
· Automated data extraction, transformation, and loading using ETL toolsets Pentaho, SAS, and MySQL Workbench.
· Enhanced data accuracy and historical reporting with Slowly Changing Dimensions (SCD) implementation.
Machine Learning for Substance Use Disorder Treatment Success Prediction. Aug. – Dec.
· Conducted data analysis and fine-tuned the model through hyperparameter tuning, achieving % accuracy.
· Implemented the Random Forest algorithm using healthcare data with k+ records and patient characteristics.
· Created Tableau data visualization dashboards to analyze datasets and visualize drug consumption methods and interpret recovery timelines using data driven decisions.
Master of Science, Information Technology and Analytics GPA: .
KLS Gogte Institute of Technology, Belgaum, KA, India June
Bachelor of Engineering, Computer Science
