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

Millennium Physician Group, Fort Myers, FL — Jan 2022–Present

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

Testimonial Tree, Fort Myers, FL — Jan 2017–Nov 2022

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

LLM Text-to-SQL · Personal project · 2026 (In Progress)

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

Multi-market dashboard · Personal project · 2026

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

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