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Ahmed User

@ahmeduser49

Lead Data Engineer at Motive who cut data processing times by 35% with Dagster and Snowflake pipeline optimizations.

Pakistan
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At Motive, I led the design and implementation of a scalable ETL pipeline using Airbyte, Dagster, dbt, and Snowflake. I reduced data processing times by 35% through query optimization and pipeline improvements.

I also worked on Motive’s data platform with Apache Spark, Airflow, Kubernetes, and Snowflake, improving data processing speeds by 40%. For Athena Insight, I enabled ad-hoc queries over S3 data and organized the data lake to improve query performance and cost efficiency.

At Walmart, I led work on ETL and machine learning pipelines for sales prediction, where the team achieved a 15% accuracy improvement. I’ve also created a course on Big Data With PySpark.

Experience

Work history, roles, and key accomplishments

MO
Current

Lead Data Engineer

Motive

Feb 2023 - Present (3 years 8 months)

Led the design and implementation of a scalable ETL pipeline utilizing Airbyte, Dagster, dbt, and Snowflake. Spearheaded the architecture and implementation of a robust data platform leveraging Apache Spark, Airflow, Kubernetes, and Snowflake, and implemented Amazon Athena for efficient serverless SQL querying.

NS

Data Engineer

NorthBay Solutions

Nov 2019 - Jul 2021 (1 year 8 months)

Developed an ETL pipeline for real-time replication and synchronization between AWS RDS and a Data Lake with Snowflake. Utilized PySpark, DataBricks, EC2, and S3 to implement CDC mechanisms. Also worked on COVID-19 data analysis using stream and batch pipelines with Snowflake, EMR, Kinesis, and RedShift.

AR

Software Engineer

ArbiSoft

Apr 2019 - Sep 2019 (5 months)

Wrote data scrapers for scraping data from 50+ e-commerce, mortgage, real estate, and news websites and dumped it into RDS. Developed an inventory system integrating Django, PySpark, and JS with RDS, including database schema design and backend services.

Education

Degrees, certifications, and relevant coursework

University of Central Punjab logoUP

University of Central Punjab

Bachelor of Science, Computer Science

Grade: 3.7 CGPA

Graduated with a Bachelor of Science in Computer Science, achieving a CGPA of 3.7.

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