{"id":28,"date":"2025-02-18T12:48:51","date_gmt":"2025-02-18T04:48:51","guid":{"rendered":"https:\/\/yaomengy.com\/?page_id=28"},"modified":"2026-05-21T13:24:35","modified_gmt":"2026-05-21T05:24:35","slug":"cv","status":"publish","type":"page","link":"https:\/\/yaomengy.com\/index.php\/cv\/","title":{"rendered":"Experiences"},"content":{"rendered":"\n<section>\n\n  <p>\n    I build data automation, applied AI workflows, and digital systems that turn fragmented business operations into scalable infrastructure.\n  <\/p>\n\n  <hr>\n\n  <article>\n    <h3>International House of Music<\/h3>\n    <p><strong>Data Automation &amp; Digital Systems Manager \/ Lead<\/strong><\/p>\n    <p>Jun 2025 \u2013 Present | Los Angeles, CA<\/p>\n\n    <p>\n      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.\n    <\/p>\n\n    <p>\n      <strong>Impact:<\/strong> 90% manual workload reduction \u00b7 5\u00d7 e-commerce revenue growth \u00b7 Six-figure operational savings\n    <\/p>\n\n    <ul>\n      <li>Architected a Python automation platform for vendor ingestion, SKU matching, pricing workflows, and Magento bulk updates.<\/li>\n      <li>Built LLM-powered product taxonomy classification and validation pipelines to improve catalog quality at scale.<\/li>\n      <li>Designed the IHOMI Online Order Operations Dashboard, a real-time warehouse and CRM system for order monitoring, task tracking, and operational alerts.<\/li>\n      <li>Developed Node.js APIs and browser-based internal tools for warehouse coordination and live operational visibility.<\/li>\n      <li>Resolved chronic AIMsi ERP data inconsistencies and implemented Microsoft Graph audit reporting for internal transparency.<\/li>\n      <li>Reverse engineered a malicious PHP payload during a live cyberattack and escalated forensic findings to reduce further compromise.<\/li>\n    <\/ul>\n\n    <p>\n      <strong>Technologies:<\/strong> Python, SQL, Node.js, JavaScript, Magento, AIMsi ERP, Power Automate, Microsoft Graph, LLM Pipelines\n    <\/p>\n  <\/article>\n\n  <hr>\n\n  <article>\n    <h3>Outlier AI \/ Scale AI<\/h3>\n    <p><strong>AI Trainer<\/strong><\/p>\n    <p>Jan 2024 \u2013 Apr 2024 | Remote<\/p>\n\n    <p>\n      Evaluated and improved AI model outputs through domain-specific prompts, structured review criteria, and analytical quality checks.\n    <\/p>\n\n    <ul>\n      <li>Reviewed 500+ model outputs for factual accuracy, instruction following, and reasoning quality.<\/li>\n      <li>Applied Python, SQL, and structured evaluation workflows to support AI model training tasks.<\/li>\n    <\/ul>\n\n    <p>\n      <strong>Technologies:<\/strong> AI Evaluation, Prompt Engineering, Python, SQL, LLM Training\n    <\/p>\n  <\/article>\n\n  <hr>\n\n  <article>\n    <h3>UC Santa Barbara<\/h3>\n    <p><strong>Research Assistant<\/strong><\/p>\n    <p>Sep 2022 \u2013 Jan 2023 | Santa Barbara, CA<\/p>\n\n    <p>\n      Supported education research through dataset analysis, reporting workflow optimization, and structured data documentation.\n    <\/p>\n\n    <ul>\n      <li>Analyzed 50+ K\u201312 education datasets to evaluate curriculum rollout efficiency.<\/li>\n      <li>Reduced manual reporting time by 25% through improved transcription and reporting workflows.<\/li>\n    <\/ul>\n\n    <p>\n      <strong>Technologies:<\/strong> Data Analysis, Research Operations, Reporting\n    <\/p>\n  <\/article>\n\n  <hr>\n\n  <article>\n    <h3>Capgemini China<\/h3>\n    <p><strong>Analyst Assistant Intern<\/strong><\/p>\n    <p>May 2021 \u2013 Jul 2021 | Shanghai, China<\/p>\n\n    <p>\n      Developed Python and Tableau dashboards to automate supply chain tracking for a Fortune 500 client, reducing recurring reporting workload by 15+ hours per month.\n    <\/p>\n\n    <p>\n      <strong>Technologies:<\/strong> Python, Tableau, Supply Chain Analytics, Consulting\n    <\/p>\n  <\/article>\n<\/section>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>I build data automation, applied AI workflows, and digital systems that turn fragmented business operations into scalable infrastructure. International House of Music Data Automation &amp; Digital Systems Manager \/ Lead Jun 2025 \u2013 Present | Los Angeles, CA Built the core automation and digital operations infrastructure for a century-old music retail business, connecting vendor data, [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-28","page","type-page","status-publish","hentry"],"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/yaomengy.com\/index.php\/wp-json\/wp\/v2\/pages\/28","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/yaomengy.com\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/yaomengy.com\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/yaomengy.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/yaomengy.com\/index.php\/wp-json\/wp\/v2\/comments?post=28"}],"version-history":[{"count":12,"href":"https:\/\/yaomengy.com\/index.php\/wp-json\/wp\/v2\/pages\/28\/revisions"}],"predecessor-version":[{"id":72,"href":"https:\/\/yaomengy.com\/index.php\/wp-json\/wp\/v2\/pages\/28\/revisions\/72"}],"wp:attachment":[{"href":"https:\/\/yaomengy.com\/index.php\/wp-json\/wp\/v2\/media?parent=28"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}