Resume
Summary
Results-driven Data Engineer specializing in Snowflake, dbt, and AWS, built on a strong software engineering foundation. Experienced in architecting medallion-layered data warehouses, orchestrating high-volume batch and CDC ELT pipelines, and implementing infrastructure-as-code with Terraform and Git-based CI/CD. Combines technical depth with a focus on cost governance, row-level security, data reliability, and analytics at scale.
Experience
Data Engineer
Snowflake, AWS, dbt, Matillion, PostgreSQL, Python, SQL, Pandas
- Built a Snowflake/AWS enterprise data warehouse consolidating payer, clinical, claims, eligibility, attribution, and operational data across 14 insurance payers into a single source of truth — now powering 100+ Tableau dashboards for ~150 daily users
- Consolidated payer eligibility and Athena EHR data into an SCD2-historized member-month dataset tracking patient coverage and provider attribution over time
- Engineered batch and CDC ELT pipelines ingesting 400–500 files/month via Matillion, Snowpipe, Snowpark, and Streams/Tasks, with automated deduplication and schema-drift resilience (~10-minute S3-to-table latency)
- Established Snowflake cost-governance dashboards and credit-spend anomaly alerts surfacing top-cost queries, and cut redundant compute via incremental Stream/Task processing
- Architected a multi-tenant platform serving multiple entities from shared dbt models, using row-level security (row-access policies), secure views, and column-level PII masking to enforce isolation and accelerate onboarding
- Implemented dbt tests and data-quality checks (not-null, referential, freshness) across 100+ models, with alerting on pipeline failures to protect downstream reliability
- Modeled multi-payer medical and pharmacy claims into a standardized, certified dataset, normalizing disparate per-payer schemas to enable population-health analytics and PMPM cost metrics
- Developed dbt models on a landing→curated→gold medallion architecture, refining raw data into star-schema marts powering self-service analytics across clinical, payer, and operational domains
- Implemented Terraform IaC with Git-based CI/CD (GitHub Actions) to provision AWS and Snowflake objects, ensuring reproducible, auditable deployments and eliminating configuration drift
Software Engineer
React JS, Laravel, C#, MSSQL, PostgreSQL, ASP.NET, Python, SQL, JavaScript
- Developed and maintained a full-stack web app for online review management and customer feedback, serving enterprise, small-business, and individual accounts
- Administered the MSSQL database and built core application logic via stored procedures
- Integrated Zoho CRM to automate sign-ups and lead intake, improving onboarding for large multi-location businesses
- Built AWS Comprehend sentiment analysis to process customer review and survey text at scale, powering automated reporting and reputation monitoring
- Helped migrate a legacy .NET monolith to a modern React.js frontend and Laravel/PHP backend architecture
Projects
Conversational Healthcare Analytics
Python, DuckDB, dbt, Streamlit, LLM text-to-SQL, GitHub Actions, Cloudflare R2
- Built a Streamlit Cloud app for natural-language querying of a star-schema warehouse, returning transparent SQL with clause-level explanations and visualizations
- Used dbt manifest and catalog metadata as schema context for text-to-SQL, with read-only validation, query timeouts, and automated CI/CD publishing to Cloudflare R2
Global Markets Dashboard
Python, Streamlit, Plotly, pandas, yfinance, Docker, public REST APIs
- Built and deployed a config-driven Streamlit dashboard (assets, sections, and indicators defined in YAML) showing where price sits versus its moving averages and where capital is rotating across crypto, equities, and macro markets
- Engineered a resilient multi-source ingestion layer pulling four free public APIs (yfinance, CoinGecko, OKX, CFTC Commitments of Traders) behind TTL-cached, fault-tolerant fetchers with parallel cold-start fetch and graceful fallbacks; deployed on Streamlit Community Cloud
Certifications
- Snowflake SnowPro Core Certification (2024)
- AWS Certified Cloud Practitioner (2024)
- Software Engineering Bootcamp – Coding Dojo (2017)
Skills
Languages
Python, SQL, Bash
Warehousing & Modeling
Snowflake, dbt, dimensional modeling (star schema, SCD2), medallion architecture, PostgreSQL, DuckDB
Pipelines & Ingestion
ELT, CDC, Matillion, Snowpipe, Snowpark, Snowflake Streams/Tasks, Pandas
Cloud & DevOps
AWS, Terraform (IaC), Docker, GitHub Actions, CI/CD
Governance & Quality
Data quality testing (dbt tests), cost governance, row-level security (row-access policies), secure views, data contracts
AI & Analytics
LLM text-to-SQL (DeepSeek + OpenAI), Tableau, Streamlit, Plotly