{"$schema":"https://raw.githubusercontent.com/jsonresume/resume-schema/v1.0.0/schema.json","basics":{"name":"Jimin Lee","label":"Software Engineer","image":"https://saywise-production-profilepicturestoragebucket-kbfooccc.s3.amazonaws.com/profile-pictures/a3c67ea9-627e-40da-a636-33c71f660582/linkedin-1791252198271.png","summary":"Full-stack and AI systems engineer with experience building production platforms and AI-powered applications, from healthcare research tools to enterprise procurement systems.","location":{"city":"Los Angeles, CA, United States"},"profiles":[{"network":"LinkedIn","username":"jiminlee4015","url":"https://linkedin.com/in/jiminlee4015"},{"network":"Blog","username":"jimin.blog","url":"https://jimin.blog/"},{"network":"GitHub","username":"masibasi","url":"https://github.com/masibasi"}]},"meta":{"canonical":"https://saywise.com/member3698","version":"v1.0.0","lastModified":"2026-10-06T02:08:33.134Z"},"x_saywise":{"handle":"member3698","pronouns":null,"availability":null,"oneLiner":"Full-stack and AI systems engineer with experience building production platforms and AI-powered applications, from healthcare research tools to enterprise procurement systems.","profileUrl":"https://saywise.com/member3698","markdownUrl":"https://saywise.com/member3698/profile.md","pdfUrl":"https://saywise.com/member3698/resume.pdf","archetype":{"code":"HS-MG","name":"Launchpad Trailblazer","url":"https://saywise.com/sca/bb176dfa8e8f","rarity":"One of the first Launchpad Trailblazers on Saywise"},"aiStack":[{"name":"Claude","description":null,"url":"https://claude.ai","storyCount":0}]},"work":[{"name":"Blue Shield of California","position":"Service Integration Intern, Integration & Interoperability Platform","location":"Long Beach, California, United States","url":"https://blueshieldca.com","startDate":"2026-06-01","endDate":"2026-08-31","summary":"Built an AI-assisted Boomi-to-MuleSoft migration workflow reducing medium-complexity migration effort by 70–80%. Developed an LLM agent skill and 6 custom Python MCP tools for tracing source-to-target mappings and parsing legacy transformation logic across 270+ fields. Migrated 4 enterprise integrations end-to-end with all tests passing and auto-generated documentation."},{"name":"University of Southern California, Interaction Lab","position":"Web Team Lead (NIH R01 Funded Project)","location":"Los Angeles, CA","startDate":"2026-01-01","summary":"Leading full-stack development of a secure longitudinal research platform supporting 90+ participants. Designed backend schemas, API contracts, and serverless workflows using Next.js, TypeScript, AWS Amplify, DynamoDB, and Lambda. Built LLM-assisted therapeutic reflection workflows and real-time robot communication through AWS IoT Core and MQTT."},{"name":"University of Southern California","position":"Web Team Lead (NIH R01 Funded Project)","location":"Los Angeles, California, United States","startDate":"2025-09-01","endDate":"2026-08-01","summary":"- Lead full-stack development of a secure NIH R01-funded research platform supporting 90+ participants in an active longitudinal study using Next.js, TypeScript, and AWS - Translate longitudinal study and robot-interaction requirements into backend schemas, API contracts, and production workflows - Implement LLM-assisted therapeutic reflection and real-time integration with Blossom robots through AWS IoT Core and MQTT"},{"name":"University of Southern California, AI for Health Lab","position":"Graduate Research Intern","location":"Los Angeles, CA","startDate":"2025-09-01","endDate":"2026-08-31","summary":"Developed a cold-start computerized adaptive testing pipeline using LLM-based simulation and IRT calibration. Co-authored a paper on synthetically calibrated item banks currently under review at ACL Rolling Review."},{"name":"emro","position":"Full-Stack Engineer, AI Business Division","location":"Seoul, South Korea","url":"https://emro.co.kr","startDate":"2023-09-01","endDate":"2025-06-30","summary":"Developed and launched a production procurement analytics platform for Hyundai Motor Group, translating procurement workflows into quotation search, price benchmarking, and analytics. Built enterprise backend APIs using Java/Spring and PostgreSQL, integrated a Python/Flask FastText similarity service processing 100K+ quotations monthly, and reduced page load time from 10 seconds to under 2 seconds. Standardized CI/CD across Azure and on-prem environments using Jenkins and Docker."},{"name":"PeopleSpace","position":"AI Engineering Apprentice / Machine Learning Engineer","location":"Irvine, California, United States","url":"https://irvinetechhub.com","startDate":"2023-01-01","endDate":"2023-02-01","summary":"- Constructed an AI image-generation service for individuals with dyslexia, fine-tuning a Stable Diffusion model with Fast.ai to achieve a 3.63/5 user satisfaction score, outperforming baseline - Engineered end-to-end service, from model fine-tuning to deployment on Hugging Face, enhancing accessibility and scalability"},{"name":"Gachon University","position":"Undergraduate Research Intern (IRASC Lab)","location":"Seongnam, Gyeonggi, South Korea","url":"https://gachon.ac.kr","startDate":"2022-09-01","endDate":"2024-02-01","summary":"- Applied open-source deep learning models for pose estimation to analyze dance video similarity - Gained hands-on experience in building a front-end data pipeline for synchronization and visualization"},{"name":"Gymmon","position":"React Native Developer","location":"Seongnam, Gyeonggi, South Korea","startDate":"2022-04-01","endDate":"2022-09-01","summary":"- Led front-end development of the React Native–based mobile app Fitcok, contributing 100% of production code under Agile workflows (Kanban, Jira). - Collaborated closely with back-end developers to build core modules for main and admin services. - Defined and documented feature requirements for a community app; co-designed user flows and screens with UI/UX designers."},{"name":"Republic of Korea Army","position":"Army","location":"Chuncheon, Gangwon, South Korea","url":"https://onlinecareer360.com","startDate":"2019-09-01","endDate":"2021-03-01"}],"education":[{"institution":"University of Southern California","url":"https://usc.edu","studyType":"Master of Science in Computer Science","startDate":"2025-08-01","endDate":"2027-05-01"},{"institution":"University of Southern California","url":"https://usc.edu","studyType":"Master's degree in Computer Science","startDate":"2025-01-01","endDate":"2027-01-01"},{"institution":"Gachon University","studyType":"Bachelor of Engineering in Software Engineering","startDate":"2018-09-01","endDate":"2024-02-01"},{"institution":"Gachon University","studyType":"Bachelor of Engineering - BE in Computer Software Engineering","startDate":"2018-03-01","endDate":"2024-02-01"},{"institution":"Shanghai American School","startDate":"2004-01-01","endDate":"2009-01-01"}],"projects":[{"name":"Visurai – AI-powered Visual Storytelling Assistant","description":"🏆 Software Engineering Award & 1st Place, Context Engineering — USC Good Vibes Only Buildathon - Built an AI-powered visual storytelling assistant that transforms text into sequential images and spoken narration to support dyslexic, ADHD, and visual learners. - Integrated GPT-4o for text comprehension, OpenAI and Flux for image generation, and TTS for multimodal learning experiences."},{"name":"Peeko – Real-Time AI Lecture Recovery System","description":"🏆 1st Place Overall, Build4SC Hackathon @ USC Built a real-time lecture recovery system that helps students quickly understand what they missed through AI-generated summary cards and a “Catch Me Up” experience. - Led product direction from initial concept to final demo - Built the backend and LLM pipeline for rolling lecture summarization and contextual catch-up - Designed and refined the user interaction around real-time recovery rather than distraction detection - Built and shipped the complete prototype with a four-person team in 12 hours"},{"name":"A-Log – Web-based Release Note Collaboration Platform","description":"- Developed a collaborative platform enabling real-time editing and sharing of release notes using React and TypeScript. - Designed UI/UX flows and implemented core features for live collaboration. - Collaborated on microservices architecture with Kubernetes and Docker; implemented Kafka-based notification system."},{"name":"A-Form – AI-based Automatic Survey Generator","description":"- Developed an AI-powered platform for survey generation and result summarization on a cloud-native MSA system. - Designed UI/UX and structured React project for scalability and maintainability. - Optimized performance with Lighthouse and validated components using Jest."},{"name":"Peeko","description":"Led a 4-person team to design and ship an end-to-end AI product in 12 hours. Built LLM pipelines for rolling session summarization, catch-up recovery, and Q&A detection with a Node.js/Supabase backend."},{"name":"Visurai","description":"Built a FastAPI backend converting text into visual storyboards and narration. Designed an asynchronous multi-stage generation pipeline with concurrency controls for long-running AI workloads."}],"skills":[{"name":"Python (Programming Language)"},{"name":"Java"},{"name":"JavaScript"},{"name":"TypeScript"},{"name":"Software Engineering"},{"name":"AI Agents"},{"name":"Amazon Web Services (AWS)"},{"name":"React.js"},{"name":"Artificial Intelligence (AI)"},{"name":"Enterprise Integration"},{"name":"Model Context Protocol (MCP)"},{"name":"REST APIs"},{"name":"LLM"},{"name":"Full-Stack Development"},{"name":"Large Language Models (LLM)"},{"name":"Human Computer Interaction"},{"name":"aws iot core"},{"name":"Next.js"},{"name":"MuleSoft Anypoint Platform"},{"name":"Multi-agent Systems"},{"name":"DataWeave"},{"name":"Prompt Engineering"},{"name":"FastAPI"},{"name":"OpenAI API"},{"name":"LLM Engineering"},{"name":"Docker"},{"name":"SQL"},{"name":"LangChain"},{"name":"langgraph"},{"name":"Stable Diffusion"},{"name":"fast.ai"},{"name":"Spring Framework"},{"name":"Jenkins"},{"name":"React Native"},{"name":"Machine Learning"},{"name":"Python"},{"name":"Spring Boot"},{"name":"Flask"},{"name":"React"},{"name":"LLM applications"},{"name":"MCP"},{"name":"agentic workflow design"},{"name":"LLM evaluation"},{"name":"MySQL"},{"name":"PostgreSQL"},{"name":"AWS"},{"name":"Azure"},{"name":"CI/CD"}],"certificates":[{"name":"GCP – Social and Behavioral Research Best Practices for Clinical Research","issuer":"CITI Program"},{"name":"RCR at USC","date":"2026-02-01","issuer":"CITI Program"},{"name":"Research HIPAA","issuer":"CITI Program"},{"name":"Social-Behavioral Human Subjects","issuer":"CITI Program"}]}