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Online résumé

Applied AI, Integrations & Data Platform Engineer

Hands-on engineering across production AI, enterprise integrations, customer-facing software, and data platforms.

Python · Customer-facing software · Enterprise workflows · Production systems

B2B customer-facing product

1,244 invoices in week one

83% faster ETL processing

Executive profile

I lead close to the work.

Hands-on applied AI, data platform, and software engineer and technical leader who builds production systems from zero and remains active in Python, architecture, code review, and delivery. Advanced from Enterprise System Analyst to Director through two promotions in eight months at Cotton Holdings. Built Cotton's unified platform across 40+ integration and platform domains and 100+ Prefect workflow modules, cut ETL runtime 83%, modernized 150+ enterprise interfaces, and launched secure customer-facing software through direct customer partnership.

Technical leadership & skills

Data platforms

Azure · Databricks · Apache Spark · Delta Lake · dbt Core · ETL/ELT · Data modeling · Data quality · Lineage · Observability

Python & integrations

Python · SQL · FastAPI · Pydantic · SQLAlchemy · REST APIs · PostgreSQL · Microsoft SQL Server · Azure Functions · Azure Logic Apps

AI & agentic engineering

PydanticAI · OpenAI APIs · Azure AI Document Intelligence · Codex · Cursor · Agentic development workflows · Human-in-the-loop automation

Product delivery & reliability

Prefect 3 · Authentication & authorization · GitHub Actions · CI/CD · Pytest · Playwright · Sentry · Logfire · OpenTelemetry · Power BI · React · Next.js · TypeScript

Professional experience

Experience.

Cotton Holdings Inc. · Houston, Texas

Sep 2024 to Present

Director of Development & Data Engineering

Enterprise data, integrations, internal and customer-facing platforms, and AI automation. Small engineering team reporting to the EVP of Technology.

  • Lead a small player-coach engineering team, setting technical direction across data engineering and application development while contributing to architecture, Python delivery, code review, and stakeholder decisions.
  • Built the enterprise integration and data platform from the ground up, scaling it to 100+ Prefect workflow modules across 40+ integration and platform domains with shared Python libraries, typed API patterns, automated retries, monitoring, and environment safeguards.
  • Partnered directly with a strategic customer to design, launch, and operate a production multi-tenant portal with FastAPI, React, PostgreSQL, and Azure, implementing role- and relationship-based authorization for internal and external users.
  • Cut ETL runtime 83%, from hours to minutes, by designing and implementing a company-wide Azure Databricks ingestion architecture with Python, Prefect, Delta Lake, and dbt Core.
  • Unified acquired-company data into an enterprise lakehouse, standardizing transformations, tests, documentation, lineage, and deployment patterns for reliable executive and operational analytics.
  • Designed, built, and continue to operate production accounts-payable automation with Azure AI Document Intelligence, constrained OpenAI classification, typed validation, IFS integration, and human review; it processed 1,244 invoices in its first week, with AI handling 52% and reaching a 65% daily peak.
  • Operationalized AI-augmented software development with Codex and Cursor through repository-aware instructions, reusable skills, isolated worktrees, targeted tests, linting, and human review, accelerating delivery while protecting production.

Cotton Holdings Inc. · Houston, Texas

Jan 2024 to Aug 2024

Solution Architect

Enterprise integration architecture, data platform modernization, API standards, and cross-functional automation.

  • Reduced integration failures 30% across 150+ interfaces by auditing Azure Logic Apps and Functions, defining a modernization roadmap, and centralizing scattered scripts into a structured monorepo.
  • Standardized REST API and data-source patterns with Python and FastAPI to improve reliability, reuse, and scalability across enterprise integrations.
  • Reduced data errors 25% by developing monitoring and data-quality tooling that improved pipeline visibility and enforcement of shared standards.
  • Partnered with business and technology leaders to identify high-value workflows and translate them into scalable application, automation, and analytics capabilities.
  • Reduced manual effort and operational errors 20% by partnering with the strategic office to identify and deliver cross-functional automation opportunities.

Cotton Holdings Inc. · Houston, Texas

May 2021 to Jan 2024

Enterprise System Analyst

Internal applications, identity automation, endpoint operations, and IT process modernization.

  • Eliminated 50+ hours of manual work each week by automating Azure AD onboarding and offboarding and shifting routine provisioning from IT to HR-owned workflows.
  • Reduced support demand with internal automation products built in Python, FastAPI, Django, React, and SQL for repeatable IT and business workflows.
  • Replaced costly third-party asset software with a custom inventory management platform tailored to cross-department operational requirements.
  • Improved enterprise endpoint operations across Microsoft Intune and Jamf while standardizing repeatable IT processes and service delivery.
  • Maintained operations during hurricane response by deploying Starlink, Cradlepoint, and mobile collaboration infrastructure for field teams and temporary sites.

Trio Electric · Houston, Texas

May 2020 to May 2021

IT Coordinator

End-to-end IT operations, reporting, infrastructure, endpoints, mobile devices, and support for 400+ users.

  • Owned end-to-end IT operations for 400+ onsite and remote users, administering Microsoft 365, Active Directory, server infrastructure, help desk, business reporting, and daily technology support.
  • Reduced manual task execution 30% by automating cross-department workflows with Power Automate, Python, PowerShell, and UiPath.
  • Built API integrations and operational reporting that connected third-party applications with core business systems and improved the flow of information across the company.

Education

Texas A&M University, Mays Business School

M.S., Management Information Systems · 2020

Texas A&M University, Mays Business School

B.B.A., Management Information Systems · 2019

Certifications

  • Prefect Associate