R

Ramses Lee

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Illinois, United States

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Résumé


Jobs verified_user 0% verified
  • Anthropic
    Senior AI/ML Engineer
    Anthropic
    Mar 2023 - Current (3 years 6 months)
    Led the design, development, and deployment of GenAl-powered workflows that automated key business processes in healthcare, reducing patient intake times by 40%. Developed and integrated agentic workflows using LangChain and LangGraph for clinical report analysis, optimizing decision-making and workflow efficiency. Mentored and led a team of engineers in building scalable LLM-driven agents that interacted with enterprise systems like Workday and Salesforce. Spearheaded code and design reviews, ensuring best practices and architectural standards were met across all deliverables. Built and managed end-to-end agent lifecycle components, including memory management, state handling, and fallback logic. Collaborated with product managers and doma
  • Scale AI
    AI Engineer
    Scale AI
    Sep 2020 - Feb 2023 (2 years 6 months)
    Designed and implemented LLM-powered systems to automate clinical intake and medical history data processing, reducing clinician review time from 30-60 minutes to ~3 minutes. Developed custom modules and prompt chains for multi-step task execution in Al agents, leveraging technologies like LangChain and CrewAl. Integrated Al agents with cloud-based systems (AWS S3, EC2) and utilized Kafka for message queuing between systems, ensuring seamless data flow and error resilience. Implemented secure API integrations with healthcare databases, adhering to HIPAA compliance standards. Contributed to the design of automation pipelines for testing, deployment, and validation of Al-driven tools.
  • Plaid
    Web Developer
    Plaid
    Oct 2019 - Jul 2020 (10 months)
    Built listing pages, search filters, and map interactions using React, jQuery, Google Maps API. Implemented backend logic in PHP/Laravel and Node.js, including listing ingestion feeds and agent tools. Developed image upload pipeline with resizing, optimization, and CDN delivery. Improved SEO performance, page load speed, and mobile responsiveness. Added favorites, saved searches, and email alert workflows.
Education verified_user 0% verified
  • Purdue University
    Bachelor of Science in Software Engineering
    Purdue University
    Sep 2015 - Jun 2019 (3 years 10 months)
Projects (professional or personal) verified_user 0% verified
  • High Scale AI
    Clinical Report Analyzer
    High Scale AI
    May 2022 - Feb 2023 (10 months)
    Led a team in the development of an Al-powered tool that reduced medical report processing time by 40% using LLM-based agent workflows.
  • PLAiD, LLC
    Al-Powered HR Automation
    PLAiD, LLC
    Feb 2020 - May 2020 (4 months)
    Designed and implemented an end-to-end HR automation system that integrated with SAP and Workday, optimizing payroll and employee data processing.