I build data automation, applied AI workflows, and digital systems that turn fragmented business operations into scalable infrastructure.
International House of Music
Data Automation & Digital Systems Manager / Lead
Jun 2025 – Present | Los Angeles, CA
Built the core automation and digital operations infrastructure for a century-old music retail business, connecting vendor data, AIMsi ERP, Magento, warehouse workflows, product taxonomy, and internal order operations into a practical end-to-end system.
Impact: 90% manual workload reduction · 5× e-commerce revenue growth · Six-figure operational savings
- Architected a Python automation platform for vendor ingestion, SKU matching, pricing workflows, and Magento bulk updates.
- Built LLM-powered product taxonomy classification and validation pipelines to improve catalog quality at scale.
- Designed the IHOMI Online Order Operations Dashboard, a real-time warehouse and CRM system for order monitoring, task tracking, and operational alerts.
- Developed Node.js APIs and browser-based internal tools for warehouse coordination and live operational visibility.
- Resolved chronic AIMsi ERP data inconsistencies and implemented Microsoft Graph audit reporting for internal transparency.
- Reverse engineered a malicious PHP payload during a live cyberattack and escalated forensic findings to reduce further compromise.
Technologies: Python, SQL, Node.js, JavaScript, Magento, AIMsi ERP, Power Automate, Microsoft Graph, LLM Pipelines
Outlier AI / Scale AI
AI Trainer
Jan 2024 – Apr 2024 | Remote
Evaluated and improved AI model outputs through domain-specific prompts, structured review criteria, and analytical quality checks.
- Reviewed 500+ model outputs for factual accuracy, instruction following, and reasoning quality.
- Applied Python, SQL, and structured evaluation workflows to support AI model training tasks.
Technologies: AI Evaluation, Prompt Engineering, Python, SQL, LLM Training
UC Santa Barbara
Research Assistant
Sep 2022 – Jan 2023 | Santa Barbara, CA
Supported education research through dataset analysis, reporting workflow optimization, and structured data documentation.
- Analyzed 50+ K–12 education datasets to evaluate curriculum rollout efficiency.
- Reduced manual reporting time by 25% through improved transcription and reporting workflows.
Technologies: Data Analysis, Research Operations, Reporting
Capgemini China
Analyst Assistant Intern
May 2021 – Jul 2021 | Shanghai, China
Developed Python and Tableau dashboards to automate supply chain tracking for a Fortune 500 client, reducing recurring reporting workload by 15+ hours per month.
Technologies: Python, Tableau, Supply Chain Analytics, Consulting