M Mehboob
@mmehboob
Senior Data Engineer specializing in scalable big-data pipelines and cloud migrations.
What I'm looking for
I am a Senior Data Engineer with 11+ years designing and delivering large-scale data pipelines, data warehouses, and real-time streaming solutions across finance, e-commerce, and technology domains. I have led teams, migrated on-prem systems to cloud platforms (AWS, GCP, Azure), and optimized architectures—reducing costs and improving performance while enforcing governance and security.
My hands-on expertise includes Spark, Kafka, Snowflake, Airflow, and dbt, and I pair technical depth with mentoring and CI/CD best practices to produce reliable, high-performance data platforms that enable analytics and ML use cases.
Experience
Work history, roles, and key accomplishments
Senior Data Engineer
NextGen Analytics
Jul 2021 - Present (4 years 2 months)
Designed enterprise-wide Spark and Airflow data pipelines processing 10+ TB/day, migrated legacy warehouse to Snowflake reducing infrastructure costs by 25% and improving performance by 45%, and led a team of 6 engineers to implement CI/CD and data governance for GDPR/CCPA compliance.
Big Data Engineer
TechCorp Solutions
Jun 2017 - Jun 2021 (4 years)
Built real-time pipelines with Kafka, Spark Streaming and Kinesis processing 5+ TB/day, migrated on-prem Hadoop to AWS EMR/Google Dataproc cutting costs 30%, and optimized Hive/Spark jobs to reduce query runtimes by 40%.
Data Warehouse Engineer
FinTech Global
Jul 2014 - May 2017 (2 years 10 months)
Designed and implemented an enterprise Snowflake data warehouse serving 1,000+ users, developed dbt + Airflow ELT pipelines to automate ingestion and transformations, and improved dashboard load times by 60%.
Education
Degrees, certifications, and relevant coursework
M hasn't added their education
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Tech stack
Software and tools used professionally
Amazon Redshift
Apache Spark
AWS Glue
Apache Flink
Apache Hive
Superset
GitHub
Kubernetes
Jenkins
GitHub Actions
PySpark
dbt
MySQL
PostgreSQL
Hadoop
Gmail
Yarn
Databricks
Terraform
Java
JSON
XML
Kafka
Grafana
Prometheus
Amazon Kinesis
Avro
Airflow
Time Analytics
Google BigQuery
Luigi
SQL
Apache Iceberg
Delta Lake
Great Expectations
Trino
Apache Hudi
Collibra
Availability
Location
Authorized to work in
Job categories
Skills
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