Paul Needleman.
I am a solution-oriented strategist who empowers teams to solve complex enterprise challenges through modern, outcome-driven data architecture. Drawing on deep experience in the financial services sector, I specialize in bridging the gap between C-suite vision and hands-on technical execution. By aligning people, process, and cutting-edge engineering—like Snowflake Iceberg and Agentic AI—I enable resilient data-driven transformation for the Fortune 50.
Strategy & Arch
Reach
Publications
Experience
Professional Trajectory & Academic Foundation
// Strategic Principles
People-First Leadership.
I navigate the 90%—the human element of data transformation. I focus on building stakeholder alignment and organizational readiness to ensure technical potential becomes cultural reality."
Outcome-Driven Architecture.
Architecture without ROI is a science project. I engineer solutions that prioritize speed-to-value, moving enterprises from legacy debt to modern, outcome-driven architectures
The Strategic Bridge.
I operate as the 'Strategic Bridge.' My role is to translate C-suite vision into the technical blueprints that power Fortune 50 scale, utilizing open standards like Iceberg to ensure long-term resilience.
// Strategic Insights & Writing
Databricks vs (Optimized) Snowflake
A data-driven performance comparison between Snowflake Iceberg and Databricks. Viral industry benchmark with 600+ LinkedIn reactions.
2024Architecture • Open StandardsAutomating Externally Managed Iceberg
Step-by-step guide on using Snowflake Catalog integration with Polaris to manage open storage tables at scale.
2024AI Strategy • GenAISnowflake Cortex Agents
Technical walkthrough for building autonomous AI agents that reason over private enterprise data using Snowflake Cortex.
2025Governance • CybersecuritySecure Data Platform Best Practices
Enterprise-grade strategies for security, governance, and disaster recovery in modern cloud data ecosystems.
2024GenAI • LLM OpsHow To: DeepSeek in Snowflake
Operationalizing DeepSeek-R1 reasoning models within Snowflake's Cortex AI ecosystem for financial services use cases.
2025Architecture • StrategyThe Snowflake Lakehouse
Examining the architectural convergence of data lakes and warehouses within the Snowflake ecosystem to balance governance with open-standard scalability.
2022ArchiveFull Library on Medium
More Content →
// Technical Speaking & Presence
Open Storage Interoperability with Iceberg
A deep-dive technical session on architecting open storage interoperability using Apache Iceberg with Snowflake — enabling true multi-engine data access without duplication.
July 2024Snowflake Technical SessionsIntegrating Databricks with Snowflake Iceberg
Hands-on walkthrough demonstrating how to natively integrate Databricks compute with Snowflake-managed Iceberg tables, enabling seamless interoperability across the modern data stack.
Jan 2024Day of Data @ Virginia TechStrategic Panel: AI Privacy & Semantic Data
Panelist at Virginia Tech's Day of Data symposium, discussing real-world risks of generative AI — including privacy exposure, hallucination, and the critical importance of fact-checking AI output.
Nov 2025On-Demand • Snowflake SummitHow to Run Data Lake Workloads with Snowpark
More and more customers are switching to Snowpark for data engineering workloads, but how can it be used for data lake pipelines on Snowflake? This webinar will dive into how to adopt a common framework for transforming all types of data with Snowflake.
2023// Strategic Experience
Principal Solutions Architect
Snowflake • 2024 — Present
Led the technical architecture for enterprise migrations from Teradata to Snowflake for one of the world's most complex financial institutions — modernizing decades of legacy infrastructure into high-performance, cloud-native data architectures. Leads technical strategy and GenAI initiatives for Fortune 50 accounts, overseeing Snowflake Iceberg interoperability and the deployment of autonomous Cortex Agents for global risk systems.
Sr. Solutions Architect
Snowflake • 2021 — 2024
Architected modern data platforms for Global 2000 enterprises. Focused on Snowflake-managed tables, interoperability standards, and high-concurrency data engineering to drive cloud transformation.
Data and Analytics Leader
Deloitte • 2018 — 2021
Orchestrated CDO-level advisory on data lake modernization and governance frameworks. Directed large-scale delivery teams to build resilient semantic layers, achieving significant ROI for marquee financial and public sector clients.
Manager
Deloitte • 2015 — 2018
Managed large-scale delivery teams to build and optimize Hadoop big data environments using Cloudera. Specialized in high-performance on-premise ETL architectures and enterprise SQL optimization for global clients.
Early Career & Technical Foundations
Guident | BearingPoint • 2006 — 2015
Built a professional foundation focused on complex ETL engineering, building out new dimensional models, and delivering enterprise reporting analytics. Specialized in MDM architecture and technical execution for global financial agencies.
// Education
Virginia Tech
B.S. Business Information Technology
Pamplin College of Business
// Certifications
// Open Source & Code
@sfc-gh-pneedleman
Demonstrations of modern Snowflake architectures, Python-based Streamlit apps, and Cortex AI implementations.