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Ferwa Zaidi

@ferwazaidi

I design scalable multi-cloud data platforms, leading real-time streaming and governed enterprise analytics.

United States
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What I'm looking for

I’m looking to lead enterprise data platform and real-time streaming work—prioritizing governance, compliance, cost optimization, and Data Mesh/Lakehouse patterns—while scaling LLMOps and GenAI workflows in cross-functional teams.

I’m a Data Solution Architect with 8+ years of experience designing scalable multi-cloud data platforms on AWS, Azure, and GCP. I’m expert in real-time streaming, large-scale ETL, and modern architectures such as Data Mesh and Lakehouse, with hands-on expertise in LLMOps, Data Observability, and GenAI-driven workflows.

At Cielo (08/2023 - Present), I led the architecture and deployment of a multi-cloud governance framework across AWS, Azure, and GCP to ensure compliance with HIPAA, GDPR, and CCPA across 15 business domains. I built real-time streaming platforms with Kafka and Spark on Kubernetes, maintaining 99.9% uptime and delivering sub-minute data latency while processing 5M+ events per hour. I also optimized Snowflake via CDC pipelines (Snowpipe, Streams, Tasks), reducing query costs by $1.2M annually, and drove Data Mesh adoption to reduce data-access bottlenecks by 40%.

Previously, as Lead Data Engineer at Brillio (12/2020 - 07/2023), I migrated on-premise data warehouses to cloud platforms, engineered hybrid architectures for 10TB+ daily throughput using Spark and Databricks, and reduced operational overhead by 70% by moving 250+ legacy ETL workflows into modular dbt and Airflow pipelines. I bring a results-focused, governance-first mindset—partnering with stakeholders to align data strategies with enterprise goals, mentoring teams, and delivering measurable business impact through cost savings and faster insights.

Experience

Work history, roles, and key accomplishments

CI
Current

Data Solution Architect

Cielo

Aug 2023 - Present (2 years 10 months)

Led a multi-cloud data governance framework across AWS, Azure, and GCP, ensuring HIPAA, GDPR, and CCPA compliance across 15 business domains. Built real-time Kafka/Spark streaming on Kubernetes with 99.9% uptime, sub-minute latency, and 5M+ events/hour; reduced Snowflake query costs by $1.2M annually and improved data access with Data Mesh adoption.

BR

Lead Data Engineer

Brillio

Dec 2020 - Jul 2023 (2 years 7 months)

Led end-to-end migration of on-prem data warehouses to Snowflake and Databricks, improving query performance and reducing maintenance overhead. Migrated 250+ ETL workflows to modular dbt and Airflow (70% less operational overhead, $500K annual savings), implemented data observability (data quality issues down 60%, audit readiness up 40%), and reduced real-time data latency from 10 minutes to under

AA

Data Engineer

Akiva AI

Mar 2018 - Nov 2020 (2 years 8 months)

Managed 80+ ETL workflows using Informatica, SSIS, and Talend across Oracle, SQL Server, and Snowflake, while optimizing SQL/PLSQL for datasets with 500M+ rows. Improved SLA adherence from 85% to 99%, lowered cloud spending by 25%, and automated HIPAA/PHI tracking for healthcare pipelines while building monitoring dashboards for 300+ batch jobs.

Education

Degrees, certifications, and relevant coursework

Ferwa hasn't added their education

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