Professional Experience

Building AI systems that deliver measurable business impact

Career Journey

The Carlyle Group

May 2026 – Present

AI Development Lead / Manager

Leading Palantir Foundry as the core software and AI platform for workflow orchestration across AlpInvest teams.
Key Achievements +
  • Define platform standards, governance, and delivery patterns in Foundry to enable repeatable, cross-functional workflows
  • Convert business processes into orchestrated software and AI workflows, including production ML and LLM components
  • Drive cross-functional execution with engineering and business leadership to move high-value use cases from concept to production

Lennar

Jul 2025 – May 2026

Senior Data Scientist

Led enterprise AI and MLOps programs spanning customer support, national forecasting, and workflow automation at production scale.
Key Achievements +
  • Led development and launch of a customer-facing AI support application on Sierra, integrating enterprise data and agent orchestration to reduce case volume and improve warranty resolution efficiency nationwide
  • Built and scaled Python and Palantir Foundry MLOps infrastructure with drift monitoring, automated alerting, and retraining across 10+ production models
  • Designed a GenAI support-agent MVP using LLMs on AWS Agentcore, streamlining warranty and service workflows for 1M+ users with projected $200M+ savings
  • Engineered backend tooling and APIs on AWS Lambda to power chatbot workflows and automate core digital-platform processes

Lennar

Nov 2024 – Jul 2025

Data Scientist II

Modernized analytics and ML pipelines to improve executive reporting, migration readiness, and enterprise data quality.
Key Achievements +
  • Revamped enterprise cost reporting across 88,000+ home construction projects, applying SQL and statistical analysis to detect financial-ledger data-entry errors and delivering Power BI dashboards for executive stakeholders
  • Executed data validation and reconciliation in Palantir Foundry during a company-wide Azure to AWS migration, managing schema transitions and preserving ontology functionality across enterprise-critical datasets
  • Developed ML pipelines in AWS and Foundry, integrating drift detection, automated retraining, and alerting workflows in line with MLOps best practices
  • Built an unstructured data pipeline to process ~100,000 acquisition PDFs using LLMs, OCR, and image-to-table extraction for downstream analytics integration

Lennar

Dec 2023 – Nov 2024

Data Analyst I

Built early GenAI solutions and decision systems to improve productivity, organizational alignment, and underwriting outcomes.
Key Achievements +
  • Launched a Flask-based RAG assistant on AWS EC2 for an enterprise health initiative focused on employee productivity and well-being
  • Consolidated ~500 job descriptions into fewer than 50 using a locally deployed LangChain-based LLM pipeline to support a major organizational restructuring initiative
  • Built a full-stack underwriting application in Palantir Foundry supporting ~6,000 homes sold YTD (~5% of portfolio), enabling human-in-the-loop, on-the-fly adjustments to assumptions and conditions

Boeing Distribution Services Inc.

Aug 2023 – Dec 2023

Financial Analyst II

Supported finance and operations with forecasting, reporting, and systems-transition analytics in aerospace distribution.
Key Achievements +
  • Forecasted and analyzed revenue and cost variances supporting $200M+ in annual revenue using Excel, Essbase, and OLAP cubes to identify performance drivers across business units
  • Created dashboards and daily inventory reports for thousands of products across global distribution centers, supporting finance, operations, and supply chain planning
  • Supported SAP system transition by building dashboards to visualize UAT results and surface adoption issues early

Boeing Distribution Services Inc.

Jun 2022 – Aug 2023

Strategic Pricing Internships

Contributed to pricing operations, data readiness, and workflow automation during large-scale systems transformation programs.
Key Achievements +
  • Delivered workflow automation and data validation efforts using SQL, Visual Basic, and applied analysis methods
  • Supported SAP migration readiness with scalable solutions that improved process consistency and data integrity
  • Presented actionable analyses and technical updates to stakeholders to support data-driven decisions across teams