Gokulnath Anand
Dearborn,MI
Summary
Detail-oriented Data Engineer designs, develops and maintains highly scalable, secure and reliable data structures. Accustomed to working closely with system architects, software architects and design analysts to understand business or industry requirements to develop comprehensive data models. Proficient at developing database architectural strategies at the modeling, design and implementation stages.
Overview
3
3
years of professional experience
Work History
Data Engineer
ZiMetrics, Pvt
08.2021 - 06.2023
- Designed and implemented a layered ETL processing pipeline, resulting in a 60% increase in data processing speed
- Orchestrated ETL processes using AWS Step Functions, reducing manual oversight by 80% and enhancing workflow efficiency
- Managed a team of 5 engineers, focusing on mentoring and skill development, resulting in a 40% increase in project delivery efficiency
- Conducted daily interactions with onsite clients to gather requirements, leading to improved customer satisfaction
- Leveraged various AWS services such as Glue Studio, Lambda Functions, Athena, and more, optimizing cloud costs by 25%
- Demonstrated versatility by working with multiple cloud platforms, including GCP and Azure, to implement hybrid cloud solutions
- Developed an automation script to implement Lake Formation using Boto3 and AWS CDK, streamlining data lake setup by 60%
- Employed Informatica platform for efficient data extraction, both full and incremental loads, from various data sources to AWS, reducing load times by 35%.
Data Science Intern
ZiMetrics
02.2021 - 08.2021
- Developed a Machine Learning model to predict the CTR (Click Through Rate) of Search Engine Ad campaigns, achieving an accuracy of 92%, thus helping optimize ad spending
- Conducted data preprocessing and feature engineering using Python libraries like Pandas and NumPy to improve model performance
- Collaborated with marketing teams to understand key performance indicators and tailor the model to business needs.
Front-end Web developer Intern
WiseKreator
06.2020 - 08.2020
- Designed and deployed front-end web pages for small retail companies, leading to an average increase of 20% in user engagement
- Utilized HTML, CSS, and JavaScript to implement responsive design, thereby improving the mobile user experience
- Collaborated closely with back-end developers to ensure seamless integration of front-end with back-end functionalities.
Education
Master’s - Data Science NLP, DBMS, and Intelligent Systems
University of Michigan
Bachelor of Technology - Mechanical
Manipal University of Jaipur
Skills
- Languages: Python, PySpark, C/C, YAML
- Cloud: AWS, GCP, Azure
- Data Management: SQL, PostgreSQL, Informatica
- Libraries: NumPy, Pandas, TensorFlow
- Visualization: Matplotlib, Seaborn
- Other: OpenCV, AWS CDK, Boto3
Timeline
Data Engineer
ZiMetrics, Pvt
08.2021 - 06.2023
Data Science Intern
ZiMetrics
02.2021 - 08.2021
Front-end Web developer Intern
WiseKreator
06.2020 - 08.2020
Master’s - Data Science NLP, DBMS, and Intelligent Systems
University of Michigan
Bachelor of Technology - Mechanical
Manipal University of Jaipur
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