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Moh SafdarMS
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Moh Safdar

@mohsafdar

Principal Data Architect transitioning to Site Reliability Engineer for resilient cloud platforms.

United States
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What I'm looking for

I’m looking to apply my cloud automation and observability expertise to build secure, reliable systems. I want roles where I can reduce incident impact, improve performance, and use Terraform-driven infrastructure and CI/CD for measurable reliability gains.

I’m a Principal Data Architect with a strong background in deploying cloud-native solutions for HIPAA-compliant healthcare and financial services. In my current role, I lead the architecture and development of scalable data platforms designed to be secure, reliable, and built for modern teams.

I build modular pipelines with Airflow, Glue, and Redshift to process terabytes of streaming and batch data. I also integrate observability with Prometheus and Grafana, reducing incident resolution time by 40%, and I design reusable Terraform modules and CI/CD templates to accelerate onboarding and improve deployment efficiency.

Previously, as a Senior Data Engineer, I designed data lakehouses using Snowflake, Delta Lake, and AWS S3, improving storage efficiency and accessibility. I implemented automated ingestion pipelines with Kafka and dbt, improving reliability and reducing errors by 50%, optimized ETL processes to cut compute costs by 30%, and spearheaded migration from legacy on-prem to AWS, reducing infrastructure costs by 35%.

Earlier in my career, I built cloud-native pipelines with Python and Spark and managed warehouses on Redshift and BigQuery for faster analytics. I also created data monitoring dashboards to improve SLA compliance, partnered with data scientists on real-time feature stores, and developed early MLOps workflows—an approach I continue to bring to my transition toward Site Reliability Engineering.

Experience

Work history, roles, and key accomplishments

DS
Current

Principal Data Architect

DataWave Solutions

Jun 2021 - Present (5 years)

Led the architecture and development of HIPAA-compliant data platforms, enhancing support for healthcare and financial services clients. Integrated Prometheus and Grafana observability, reducing incident resolution time by 40%, and built reusable Terraform modules and CI/CD templates to accelerate onboarding and improve deployment efficiency.

SA

Senior Data Engineer

Streamline Analytics

Mar 2017 - May 2021 (4 years 2 months)

Designed data lakehouses using Snowflake, Delta Lake, and AWS S3 to improve storage efficiency and accessibility. Built automated ingestion pipelines with Kafka and dbt, reducing errors by 50%, optimized ETL with SQL and Spark to cut compute costs by 30%, and migrated legacy systems to AWS, reducing infrastructure costs by 35%.

NS

Data Engineer

NextEra Data Systems

Aug 2015 - Jan 2017 (1 year 5 months)

Built cloud-native data pipelines using Python and Spark to improve processing efficiency and reduce latency for marketing and e-commerce clients. Automated deployments with Terraform and CI/CD to increase reliability, created monitoring dashboards to improve SLA compliance, and developed early MLOps workflows on GCP to reduce model deployment time.

Education

Degrees, certifications, and relevant coursework

University of the Punjab logoUP

University of the Punjab

Bachelor of Science, Computer Science

2010 - 2014

Bachelor of Science in Computer Science at the University of the Punjab from 2010 to 2014.

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