KT K-Intelligence Multi-Agent Platform
Architected a LangGraph multi-agent framework and RAG workflow for Korean Telecom’s K-Intelligence assistant; led Agentic AI KT sessions and FLiP learning initiatives.
Melissa, TX · Open to impactful work
Principal Software Engineer
12+ years designing and delivering scalable, cloud-native solutions across web, microservices, and AI-driven platforms—leading teams from architecture to production.
Experienced software engineer with deep expertise in full-stack development using Python, Java, ReactJS, NodeJS, and Spring Boot, plus Azure services, Semantic Kernel, Prompt Flow, and modern MLOps pipelines. Adept at leading cross-functional teams, architecting enterprise solutions, and mentoring engineers to drive innovation at scale.
Architect and deliver AI platforms, MLOps accelerators, and cloud data solutions for enterprise customers including Korean Telecom, Coca-Cola, Procter & Gamble, Scenera, General Motors, and Consul-based microservice configuration on AKS.
Modernized GSA fleet with the Advanced Fleet Platform (AFP)—React, TypeScript, Node.js, Apollo Federation, AWS, MySQL/Sequelize—including GraphQL services, rich-text federal documents, PDF generation to S3, and automated UI tests.
Designed and implemented Spring Boot microservice APIs for Account Automation across database platforms, with JUnit/Mockito tests and Swagger documentation for stakeholder demos.
Built Velocity Decision Advisor (VDA)—a decision-advancement web app with Java, Spring Boot, Elasticsearch, Python, Node.js, React, Redux, MongoDB, PostgreSQL, Kafka, Docker, and AWS—from schema design through production RCA and fixes.
Enhanced Cerner Patient Portal with React, Redux, Node.js, and MongoDB— appointment booking, provider/patient messaging, and lab results—plus Jest tests and Webpack bundling.
Developed a shipping SPA linking eBay/Amazon to UPS Internet Shipping with Angular and JavaScript, cross-browser fixes, Jasmine tests, and Selenium automation.
Selected engagements from Microsoft and prior roles.
Architected a LangGraph multi-agent framework and RAG workflow for Korean Telecom’s K-Intelligence assistant; led Agentic AI KT sessions and FLiP learning initiatives.
Productionized Semantic Kernel, Azure Functions, and Prompt Flow for TCCC’s Copilot; real-time Spanish–English translation and Fabric/Digital Twin data pipelines.
Led DOE UI modernization with feature flags for coexistence of legacy and P&G logic; Line and Project UI components integrated with backend APIs.
Built MLOps accelerator with Dev Containers, Event Grid–triggered GitHub workflows, and Florence retraining pipelines for customer data.
Led data pipeline architecture for vehicle telemetry with Synapse, Data Lake, ADF, and Databricks; Cosmos DB / Functions for uAp Subscriber VIN enrollment.
Designed Consul service discovery and KV store on Azure Kubernetes Service; Spring Boot auto-registration and centralized microservice configuration.
M.S.E. in Information Technology and Management
Earlier: Student Developer at IIT Chicago-Kent Law Library (July 2012 – February 2013)— JSP/JSTL UI, AJAX search, Hibernate/Spring data services.
Ready to discuss architecture, AI platforms, or full-stack delivery.