At RightTalents LLC, I designed and delivered two production multi-agent AI systems for an enterprise client, taking each from stakeholder discovery through deployment, UAT, and handoff. One transformed a manual content operation from six hours to under eight minutes while keeping factual errors below two percent.
I also shipped production AI agents on Salesforce Agentforce at Quantipeak for client Harrier, automating case triage and routing and reducing mean time to resolution by 42 percent. At CloudData Technology LLC, I developed AI sales agents and an AI market intelligence platform processing over 1.2 million data points daily.
Earlier, at Amazon, I supported NLP, sentiment, and computer vision work across Ring, AWS, and e-commerce, and improved model test-to-deployment time from two weeks to under 24 hours. I started in data engineering at FOXCONN EMEA, building database and reporting systems for contract, invoice, and sourcing operations.
