Muhammad Hamza Zaidi
Lead Data Engineer & Lakehouse Architect
Building scalable cloud-native data platforms, real-time streaming systems, and enterprise-grade analytics architectures across healthcare, finance, and SaaS ecosystems.
About Me
I'm a Senior Lead Data Engineer and Lakehouse Architect with 10+ years of experience building enterprise-grade data systems. My expertise spans cloud-native architectures, real-time streaming platforms, and AI/ML infrastructure.
I've led cross-functional teams in designing and implementing scalable data solutions for Fortune 500 companies in healthcare, finance, and SaaS. My focus is on building resilient, secure, and performant systems that drive business value.
I'm passionate about modern data stack technologies, mentoring junior engineers, and sharing knowledge through technical talks and open-source contributions.
Enterprise Data Architecture
Designing large-scale lakehouse and data warehouse systems
Real-Time Streaming
Building low-latency data pipelines and analytics
Security & Governance
Implementing HIPAA, PCI-DSS, and data governance frameworks
AI/ML Infrastructure
Creating feature stores and ML pipeline orchestration
Technical Expertise
Cloud Platforms
Data Engineering
Streaming & Real-Time
Data Warehousing
DevOps & Infrastructure
AI/ML & MLOps
Governance & Security
BI & Analytics
Experience
Lead Data Engineer
HealthVerity
Senior Data Engineer
Lovelytics
Data Engineer
Amplitude
Certifications & Credentials
Google Cloud Professional Data Engineer
Google Cloud
Azure Data Engineer Associate (DP-203)
Microsoft
AWS Certified Data Analytics – Specialty
Amazon Web Services
Databricks Certified Data Engineer
Databricks
Snowflake SnowPro Core
Snowflake
HashiCorp Certified: Terraform Associate
HashiCorp
Continuously pursuing professional development and staying current with industry certifications.
Featured Architecture & Projects
Enterprise Healthcare Lakehouse
Built a HIPAA-compliant multi-terabyte lakehouse for 50+ healthcare providers
💡 Reduced analytics query time from hours to seconds, enabling real-time clinical insights
Real-Time Financial Streaming
Designed real-time streaming platform for financial transaction processing
💡 Enabled sub-100ms fraud detection, preventing $50M+ in fraudulent transactions
Multi-Cloud Analytics Platform
Orchestrated unified analytics across AWS, Azure, and GCP environments
💡 Reduced cloud infrastructure costs by 35% through optimization and unified governance
CDC Data Sync Framework
Built change data capture pipeline for real-time data synchronization
💡 Ensured data consistency across 20+ systems, enabling accurate reporting
AI/ML Feature Store
Architected centralized feature management platform for ML teams
💡 Accelerated model development by 60%, enabling 2x faster experimentation
Data Governance Framework
Implemented enterprise-wide data lineage, cataloging, and compliance system
💡 Achieved SOC 2 compliance and reduced audit time by 75%
Tech Stack & Technologies
Cloud
AWS
Azure
GCP
Data Platform
Databricks
Snowflake
Redshift
Synapse
Data Processing
PySpark
SQL
Python
dbt
Streaming
Kafka
Spark Streaming
Event Hub
Orchestration
Airflow
Prefect
Datahub
DevOps
Terraform
Docker
Kubernetes
Jenkins
BI & Analytics
Power BI
Tableau
Looker
ML/AI
MLflow
Vertex AI
Ray
Governance
Unity Catalog
Great Expectations
Apache Atlas
And many more... Constantly learning and adapting to new technologies in the modern data landscape.
Testimonials
What colleagues and leaders say about working with me
"Hamza led our data platform migration to Databricks with exceptional technical depth and strategic vision. His ability to balance enterprise compliance requirements with modern data architecture is outstanding."
Sarah Chen
VP Engineering at HealthVerity
"Working with Hamza on our Kafka streaming pipeline implementation was transformative. His expertise in real-time data architecture and HIPAA compliance is unmatched."
Michael Rodriguez
Senior Data Engineer at HealthVerity
"Hamza's mentoring shaped my entire approach to data engineering. He combines technical excellence with genuine investment in team growth and knowledge sharing."
Priya Patel
Data Engineer at Lovelytics
"The 99.99% uptime achievement on our healthcare analytics platform directly impacted our ability to serve patients. Hamza's engineering excellence is critical to our operations."
James Wilson
CTO at Healthcare Analytics Client
Let's Connect
I'm always interested in discussing data architecture, machine learning infrastructure, and innovative solutions. Feel free to reach out.
Available for consulting, speaking engagements, and full-time opportunities.
Send Me an Email