Rebecca Lee
Sturgis
Summary
As a senior Data Analyst and Engineer, my 7+ years of experience includes building and maintaining data pipelines, implementing and designing data models, and deploying scalable data solutions in the cloud. I am a detail-oriented individual with exceptional communication and project management skills. Proven ability to handle multiple tasks effectively and efficiently in fast-paced environments. Recognized for taking proactive approach to identifying and addressing issues, with focus on optimizing processes and supporting team objectives. Thorough contributor with strong organizational capabilities. Experienced in handling numerous projects at once while ensuring accuracy. Effective at prioritizing tasks and meeting deadlines.
Overview
6
6
years of professional experience
Work History
Senior Data Analyst
Arbor Solutions Inc.
02.2024 - Current
- Analyzed large amounts of data to identify trends and find patterns, signals and hidden stories within data.
- Used business objects, business intelligence and other reporting tools to extract data from data solutions and data warehouses.
- Identified, reviewed and evaluated data management metrics to recommend ways to strengthen data across enterprise.
- Planned website development, converting mockups into usable web presence with HTML, JavaScript, AJAX, and JSON coding.
- Adhered to SEO best practices while designing sites.
- Discussed site and app requirements with clients to produce actionable development plans.
- Developed user-friendly web forms with validation and error handling.
- Developed user-oriented visuals and features using front-end languages to increase site traffic.
- Optimized web applications for speed, scalability and security.
- Completed full redesigns of existing websites to improve navigation, enhance visuals and strengthen search engine rankings.
- Maintained complex technology infrastructure and collaborated with product team to implement new features and strategically plan for future products.
Senior Data Engineer
Avanade
11.2023 - 03.2024
- Design, construct, install, test, and maintain highly scalable data pipeline systems.
- Develop batch & real-time data processing solutions, leveraging Azure Databricks and Azure Data Factory.
- Implement complex automated workflows and data processes using Apache Airflow.
- Manage and optimize data storage using Azure Blob Storage, Azure Data Lake Storage, and other Azure storage solutions.
- Deploy secure and scalable cloud infrastructure on Microsoft Azure, focusing on data services like Azure SQL Database, Cosmos DB, and Azure Synapse Analytics.
- Work closely with data scientists, business analysts, and other stakeholders to understand data needs and deliver solutions that empower data-driven decisions.
- Monitor data pipelines and systems performance, responding promptly to data integrity issues and performance bottlenecks.
- Proficient in SQL, Python, and Pyspark for data manipulation and pipeline development.
- Expertise in Microsoft Azure services, including Azure Databricks, Azure Data Factory, and Azure DevOps.
- Knowledgeable in data modeling, ETL development, and data warehousing principles.
- Experience in working within Agile development teams and utilizing DevOps practices for data pipeline integration and deployment.
Data Engineer
Avanade
06.2022 - 11.2023
- Assist in designing and building scalable data management systems under the guidance of senior engineers.
- Contribute to the development of batch & real-time data processing solutions, using Azure Databricks and Azure Data Factory.
- Support the implementation of automated workflows and data processes with Apache Airflow.
- Help manage data storage solutions, including Azure Blob Storage and Azure Data Lake Storage, to ensure optimal data availability and integrity.
- Support data modeling and ETL process development tasks to improve data warehouse efficiency.
- Monitor system performance under supervision, learning to identify and address data integrity issues.
- Support the maintenance of data pipelines, acquiring skills in system optimization and troubleshooting.
Undergraduate Research Assistant
University Of Washington, Seattle
12.2021 - 06.2022
- Studying the reconstruction of CT medical imaging through reinforcement learning and iterative methods.
- Understanding the processes between Simultaneous Algebraic Reconstruction Technique (SART) vs. Superiorization
- Usage of TensorFlow, Keras, Keras-RL
STEM Administrative Assistant
University Of Washington, Seattle
11.2019 - 06.2022
- Assisted students with STEM advising/ Assisted STEM advisors with data needs.
- Managed students and handled confidential student information and transcripts.
- Prepared and contributed to data analysis and statistical reports for advisors for computer science, mathematics, other STEM topics.
- Performed continuous data entry, replenishing and categorizing new data.
- Performed basic office skills (Checking students in with office kiosk, answering emails/phone calls, redirecting students)
- Performed diverse tasks using Microsoft Office products for the advising team such as creating spreadsheets/documents.
- Enhanced ability to prioritize multiple projects/assignments efficiently and as quickly as possible
- Handled sensitive student information within UW database to faculty or visitors upon request in compliance with FERPA regulations
Education
Master of Science - MS, Computer Science And Machine Learning
Georgia Institute of Technology
Atlanta, GA08-2025
Bachelor of Science - Mathematical Sciences
University of Washington
Seattle, WA06-2022
Skills
- Data Analysis
- Big Data Technologies
- Python (Programming Language)
- SQL (T-SQL, SQL Azure)
- Relational Database Design
- Statistical Inference
- Numerical Analysis
- Machine Learning
- Deep Learning / Neural Networks
- Data Pipeline Development (ETL)
- Research Writing & Technical Documentation
- Analytical Problem Solving
- Technical Communication
- Cross-Functional Collaboration
- Independent, Self-Directed Work
- Critical Evaluation of Model Outputs
Timeline
Senior Data Analyst
Arbor Solutions Inc.
02.2024 - Current
Senior Data Engineer
Avanade
11.2023 - 03.2024
Data Engineer
Avanade
06.2022 - 11.2023
Undergraduate Research Assistant
University Of Washington, Seattle
12.2021 - 06.2022
STEM Administrative Assistant
University Of Washington, Seattle
11.2019 - 06.2022
Master of Science - MS, Computer Science And Machine Learning
Georgia Institute of Technology
Bachelor of Science - Mathematical Sciences
University of Washington