Turning Raw Noise into
Scalable Intelligence.
Data Engineer with 5+ years of experience building and optimizing data pipelines across enterprise environments.
About
Architecting the future of data platforms.
I specialize in translating complex business problems into scalable architectures leveraging Python, cloud services, and modern data platforms. My background spans Solutions Architecture, Data Science, and Analytics Engineering, with a proven track record in marketing analytics, AI implementation, and architectural governance.
Technical Arsenal
Built for scale, speed, and reliability.
Languages
Data Stack
Cloud & Systems
Professional Journey
Delivering measurable impact at enterprise scale.
Snowflake
Solutions Architect2024-10 — Present
- ▹Built multi-threaded Snowflake functions for PGP decryption and GZIP decompression leveraging Snowpark Python [Optimized Ingestion]
- ▹Guided large-scale Java/Oracle Exadata migrations to Snowflake for major enterprise clients [Enterprise Migration]
- ▹Developed internal Cursor IDE training and dbt platform migration frameworks for Professional Services leadership [Architectural Governance]
IQVIA
Staff Architect2023-08 — 2024-10
- ▹Reengineered legacy Scala/Hadoop backend into efficient Snowpark Python processes [40% Runtime Reduction]
- ▹Architected a new data model from source systems with strict typing and 80+ pages of specification documentation [Data Quality]
- ▹Served as technical lead across multiple systems, ensuring alignment with enterprise architectural guardrails [Technical Leadership]
Ameriprise Financial
Data Science Manager2023-02 — 2023-08
- ▹Optimized SQL and Python queries in Dataiku pipelines, significantly reducing scanned data volume in Athena [75% Reduction in Data Scanned]
- ▹Automated ML scoring and reporting pipelines leveraging AWS SageMaker, S3, and Athena for continuous model feedback [Continuous ML]
PPL Corporation
Data Scientist2022-06 — 2023-01
- ▹Led a team of three to design a Python-based statistical clustering solution for critical infrastructure optimization [Statistical Testing]
- ▹Standardized engineering practices including Cookiecutter, pre-commit hooks, and unit testing across the DS team [Engineering Excellence]
Capgemini
Data Science Consultant2022-01 — 2022-06
- ▹Optimized multi-table joins across billions of rows by analyzing Spark execution plans and Delta Lake commands [Big Data Optimization]
- ▹Deployed an NLP-based Streamlit dashboard via Docker, automating analysis of large-scale employee feedback datasets [Process Automation]
Terminix
Data Scientist2020-07 — 2022-01
- ▹Discovered $30M in overstated revenue through deep SQL audit, saving $2.3M in annual ad spend [$2.3M Annual Savings]
- ▹Built time-series forecasting models using Facebook's Prophet to guide digital strategy and indexed demand data [Strategic Analytics]
Selected Engineering
Solving complex data problems with elegant architecture.
AI-Enabled FinOps System
Data PlatformDesigned and led the architecture for an enterprise-wide cloud cost visibility platform at Snowflake. Integrated human-in-the-loop workflows and governance controls to drive better decision-making.
Saturdata Podcast
EducationCreator and host of Saturdata, a podcast and platform focused on data engineering and analytics lessons for newcomers to the field.
Full Stack Data Workshop
EducationDesigned and taught RTP’s only Learn & Build-style data workshops, covering end-to-end Data Engineering and Analytics curriculum.