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Abi Vignesh
Data Engineering & Machine Learning at S&P Global
About
Abi Vignesh is a highly skilled Data Engineer with over 4 years of professional experience in Big Data and Analytics. Currently working as a Data Engineer at Groupon, he specializes in Search Marketing Analytics and Revenue Management. Abi is proficient in a range of technical skills including Java, Python, Hadoop ecosystem, MySQL, Teradata, AWS EMR, S3, EC2, CloudFormation, SNS, GCP Dataproc, Storage, Composer, Airflow, Oozie, Snowflake Data Warehouse, Shell and Unix Commands, CI/CD tools like Azure DevOps and Jenkins, Version control (Git), Agile Development, and Search Engine Marketing (Google Adwords, Bing Ads). Abi is a problem solver with the ability to debug and identify root causes for bugs in a timely manner. He is a strong communicator who can talk tech to business people. Collaborative by nature, Abi can work with product owners and data scientists to understand their needs and fulfill them. He is a team player who can work with engineers and leaders of all levels and continuously aid and learn from them. Abi has worked for Groupon as a Data Engineer 2 and now as a Data Engineer 3. In his current role, he is responsible for end-to-end delivery of data products including requirement gathering, development, testing, and deployment to production. He has developed and production-ized multiple data projects handling ~500 GB per day from multiple sources using PySpark, Hive, Python, Airflow & Teradata. Abi has also automated multiple manual jobs that moved data from spreadsheets to HDFS and introduced pipeline testing in Hadoop using Python. He improved the performance of existing applications through analysis and property tuning, reducing SLA by 1-hour every day, thus providing data early to analysts and data scientists for their use. As a side project, he built a SLA Monitoring Dashboard that displays the daily running status of all data pipelines owned by his team. Abi has also catered to multiple adhoc data/report requests from data analysts and business people. Prior to Groupon, Abi worked for Caterpillar as a Software Engineer/Senior Associate Engineer. He designed and developed highly scalable ETL pipelines involving a combination of Spark programs, Hive, and MySQL queries. He created and executed complex ETL workflows using Apache Oozie for real-time monitoring and management. Abi played a key role in migrating the entire application from running on on-pre
Education Overview
• madras institute of technology anna university
• zion matriculation higher secondary school
• sreevatsa viswanathan vivekananda vidyalaya
Companies Overview
• sp global
• groupon
• caterpillar
Experience Overview
6.3 Years
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Experience
Skills
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.NET Framework
Adversarial Networks
Advertising
Airflow
Algorithms
Amazon Athena
Amazon EC2
Amazon Elastic MapReduce (EMR)
Amazon S3
Amazon Simple Notification Service (SNS)
Amazon Web Services (AWS)
analytics
apache
Apache Airflow
Apache Hive
Apache Oozie
Apache Spark
Artificial Intelligence (AI)
AWS CloudFormation
AWS Command Line Interface (CLI)
AWS Lambda
Azure
Azure DevOps
Big Data
Big Data Analytics
C
C (Programming Language)
C#
C++
Cascading Style Sheets (CSS)
CI/CD
Cloudera
Cloudera Impala
Collaboration
Communication
CSS3
Data Analytics
Data Engineering
Data Pipelines
Data Structures
Data Warehouse
Data Warehousing
Databases
DevOps
Digital Marketing
Education
Extract, Transform, Load (ETL)
Generative AI
Git
Google Cloud Platform (GCP)
Hadoop
Hive
HiveQL
HTML
HTML5
Hue
Information Technology
Integration
Java
Jenkins
Large language models (LLM)
Lead Generation
Leadership
Machine Learning (ML)
MapReduce
marketing
Maven
Microsoft Azure
Microsoft Office
MySQL
Networking
Neural Networks
oozie
optimization
Organizational Development
Problem solving
Project Management
Public Speaking
pyspark
Python
Research
Research Scientist
Root Cause Analysis
Search
Search Engine Marketing (SEM)
security
Snowflake
Software Development
SQL
Sqoop
storage
Teradata
test
Test Driven Development
testing
Unix
Version Control
Web Design
Contact Details
Email (Verified)
abiXXXXXXXXXXXXXXXXXomMobile Number
+91XXXXXXXX86Education
madras institute of technology anna university
Bachelor’s Degree
2014 - 2018
zion matriculation higher secondary school
High School
2012 - 2014
sreevatsa viswanathan vivekananda vidyalaya
10th Grade
2011 - 2012
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