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Kim Eunki is listed as Senior AI Engineer at Amazon Web Services (AWS), a with 72973 employees, based in Seoul, South Korea, Korea, Republic of. AeroLeads shows a matched LinkedIn profile for Kim Eunki.
Kim Eunki previously worked as Technical Account Manager at Amazon Web Services (Aws) and AI금융센터 / 과장 at Kb Kookmin Bank. Kim Eunki holds 석사, 일반대학원 - It융합, 4.4/4.5 from 숭실대학교.
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Eunki is a 14-year engineer with experience in project management, front-end/back-end service development, efficient architectural design experience and team-leading experience for cloud-based service deployment.He is gaining a lot of knowledge in cloud service architecture design for AIaaS services and FinOPS-based technology.He has a lot of experience in natural language processing technology (NLP), large-scale natural language models (LLMs), big data-driven Data Lake pipeline construction, MLOps infrastructure design, and model serving operations.He always identifies trendy technology trends and participates in collaboration with related open source projects to prevent technology debt and share knowledge, likes to read AI papers, and organizes them on his personal blog to share knowledge experiences.He helped many large businesses at Amazon Web Service (AWS) to identify their cloud, on-premises operating environments, eliminate service security threats, propose architecture to improve service complexity, and reduce costs.He also supported organization-specific service cost control, identification of usage patterns, inefficient resource deactivation, and migration operations by providing FinOps. He also worked on service design, operational automation technology, improved user feedback, bug fixes, remediation, and cumulative issue management to reliably support and systematize ever-changing and expanding services.He likes active collaboration and exchange of opinions based on his quick adaptability and affinity, such as project management that meets organizational and team goals, organizing a collaborative environment, introducing new technologies, and smooth communication skills with project stakeholders, and always strives to further improve his smooth communication skills for team reading.SPECIALTIES :AI/ML, Software Development, Python, Java, Project Management, NLPSUMMARY OF QUALIFICATIONS :- Python based applications, AI/ML, MlOps- AWS AI/LLM Services(Claude, Titan, Llama, Stable Diffusion, Cohere FM)- Cloud Migration, Modernization, Billing(Financial), Cost Optimization, AI Computing Infra- Excellent skill of technical writing and documentation
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대한민국 서울
Presented AI/ML tech session for AWS(ES internal)Presented Gen AI/ML(Sagemaker, ModelServing, MLOps) For Customers(external)AWS 비용 최적화 및 서비스 복잡성 감소 아키텍처 설계 지원AWS 서비스 중단, 서비스 지표, 서비스 출시 전 계획 검토 수행AWS 서비스 운영 퍼포먼스 분석 및 주기적 운영 상황 결과 리포트 제공사고/장애, DR 설계 지원, 트레이드 오프 및 리스크 관리, 리더십팀과 기술적 논의 주도AWS 글로벌 서비스 팀 협력 후 고객 이슈 해결AWS Architecture(EC2, RDS, S3 등) 최적화 지원
대한민국 서울
1. KB 전 계열사 인공지능 금융AI비서(AICC) MLOps 프로젝트 참여- AWS, Python Ray Serve, BentoML, GitOps, ArgoCD, Istio, CI/CD, Airflow, Grafana, Prometheus 등- AWS 서비스 메시 아키텍처 설계(EKS, Istio 기반) 및 적용, 서비스 수준 제어, 통신 장애, 트래픽 모니터링/제어- 딥러닝 모델 서빙, 모델 변경 관리/배포(레포지토리, 모델 버전) 구축, 모델 컴파일/성능/신뢰도/정확도 측정- 모델 서빙 프레임워크 안정성 비교 및 인퍼런스 최적화 테스트, 서빙 성능 극대화 작업(Performance Analyzer)- KB금융 자체 자연어 처리 플랫폼(KB-STA) 모델 경량화 지원(개체명 인식, 형태소 분석, 인텐트 분류기)- 금융AI비서(AICC) 구축 요건 정의서(AI 챗봇 영역)작성 및 평가 항목 작성, 업체 선정 심사 참여/확정- 컨테이너 기반 콜봇 서비스 모델 서빙 아키텍처 설계 및 프로토 타입 개발2. KB 전 계열사 인공지능 AI 상담콜봇(Callbot) 도입 및 구축 지원 업무(TF팀)- 스타트업/기업별 챗봇 데모 기반 제품 정확도 측정 및 성능 평가, 기술 협력 가능 검토- 사업 계획 및 제안 검토/평가 및 업체 선정 참여(AI/ML 사업 영역 평가 기준 수립)- AICC 사업 구축 가능 업체(빅테크, 중견기업) 협의 및 하이브리드(망분리) 클라우드 아키텍처 적용 기술 검토- AI상담 콜봇 구축요건정의서(RFP) 작성 및 4대 검토(아키텍처, 정보보안, 용량산정, 이중화, 재해복구 등) 지원- 생성 AI기술 협약 스타트업 서칭 및 기반 기술 이전 및 자체 개발 시스템 계획 수립3. KB국민은행 메타버스(Metaverse) 금융연계 시스템 테스트 베드 기획 및 개발- Development Lead & Managing- Aws, Lambda, Python Ray, Kubernetes, Docker, GameAnalytics, Lua, MongoDB, CI/CD- 메타버스 플랫폼 기반 뱅킹 연계 시나리오 기획, 작성 및 관련 보안성 심의, 금융 감독 규정 대응 보고서 작성- 유저 로그 분석 저장 시스템 백엔드(백로그, 접속, 액션, 중요도 분류, 캐릭터 이벤트 발생 실시간 로그 저장) 개발- 유저 로그 데이터 시각화 대시보드(유저 인입률, 유저 스테이터스, 게임 전체 이벤트 활용률 등) 화면 개발Skill KeywordsAWS, GenAI, AWS Security, AWS Infra, Cloud cost optimization, Multi GPU Cluster, InfraCross-functional collaboration, IaC, Accelerated computing, LLM, NLP, NVidia NCCL, BigData, AI/ML, MLOps, DevOps
대한민국 서울
Non-face-to-face financial service-based backend, chatbot, computer vision, development workElectronic writing system POC development- HTML5 Canvas, Node.jsCredit Card Card Slip OCR Processing Improve Reading Accuracy POC Project- Tesseract, Custom tesseract training tools 4.0Digital seal similarity analysis- OpenCV 2.4.4 SSIM, SIFT, SURF, ORB Algorithm SearchingKB MyStar Consultation history Analysis Dashboard- Konlpy, Mecab, Python3.7, Tensorflow2.0, Plotly DashMobile Branch Web Banking Development Collaboration- Java, HTML5, Webrtc, JavascriptDevelopment of an installation-free web browser-based video conferencing system POC- Aws Cloud9, Chime, Docker, Webrtc, SocketIO, Tensor.js BodyPix, Detect Gestures, k8s, DockerKB affiliates’ artificial intelligence callbot and digital 2nd POC(TF)KB Kookmin Bank Metaverse Financial Connection Test Bed Backend System Planning & Development- Aws Api Gateway, Lambda, Python Ray, VPC, k8s, Docker, GameAnalytics, lua script, MongoDBParticipating in the MLOps project, an AI financial AI assistant for all KB affiliates (2022.03 ~)
대한민국 서울
LG U+ Real-time counseling advisor construction - 2019.01 - 2019.05- Python 3.6, Django , Keras, Redis, Elasticsearch, Konlpy, Vue.jsKorea Scholarship Research Institute IVR and VOC - 2019.02 - 2019.05- Python 3.7, Flask, Keras, Hadoop 2.71, Spark, Mariadb, Kolnpy, DockerLotte Information Communication Machine Learning based STT/TA solution - 2018.08 - 2019.01- Java 1.8, Python 3.6, Spring boot, Mariadb, Spark MLlib, Hadoop 2.71, Keras, Konlpy
대한민국 서울
1. Shinhan Bank Hope Crisis Finance Project Site Development- Java 1.8, Spring 4, MySQL, Vue.js2. Ministry of Government Administration Forum government innovation site development- Java 1.8, Spring boot, Hadoop, React.js3. Development of Smart Key Band based on Android Bluetooth for Hyundai Motor Company- Android, Python 3.6, Android Bluetooth 4.04. Other common web service and database related projects- Spring 4.1, MySQL, jQuery- Angular.js, MSSQL, SQL query tuning- Tibero 4.0, Spring 4.0, SQL query tuning, DB migration
대한민국 서울
1. e-Form Electronic contract services and operations- Spring 4.1, Elasticsearch, Gaia, Extjs, Bootstrap2. iDrive EDMS development and operation- Spring 4.2, Elasticsearch, Python 3.4, OCR, AWS EC23. POSCO ICT Establishment and operation of smart grid demand management system- Spring 4.2, Elasticsearch, Highcharts, AWS EC2
대한민국 서울
General SI web service development and maintenance work1. LG Uflix Hybrid App Advancement Project- Spring 4.0, RebbitMQ, Cordova, Javascript, Oracle112. KT Telecop's current system function improvement and maintenance- Spring 3.5, MiPlatform, Oracle10, Javascript3. PNS groupware site maintenance- Spring 4.0, Extjs, Oracle11, jQuery4. Samsung Electronics Organization Chart rebuild Development- Java, RabbitMQ, Scheduler Queue Job, Oracle115. Korea Institute of Science and Technology (Kistep) groupware component development- Spring 4.0, Extjs, Oracle11, jQuery, linux6. Incheon Traffic Information Center Real-time Bus Route Web Improvement Project- Spring 4.0, Flash action script 2.0, Mybatis, Oracle11, html5 canvas7. Informatization village DB analysis design work- DA#, Erwin, CubridDB8. Ministry of Legislation Advancement Project TA (CI) Work Build Deployment Environment- Java, Jboss, Jenkins
대한민국 서울
JSP and PHP based web service development and maintenance work1. Development of the website of the Seoul Association for the Disabled- PHP4.0, MySQL, Javascript, HTML, CSS2. PHP-based multiple site and shopping mall maintenance and function addition- PHP4.0, MySQL, Javascript, HTML, CSS 3. maintenance of multiple shopping mall based on JSP- Spring 3.x, Mybatis, MySQL, Oracle9, jQuery
Quick answers generated from the profile data available on this page.
Kim Eunki works for Amazon Web Services (AWS).
Kim Eunki is listed as Senior AI Engineer at Amazon Web Services (AWS).
Kim Eunki is based in Seoul, South Korea, Korea, Republic of while working with Amazon Web Services (AWS).
Kim Eunki has worked for Amazon Web Services (Aws), Kb Kookmin Bank, (주)Nhn다이퀘스트, (주)디오팩토리, and I-On Communications Co., Ltd..
You can use AeroLeads to view verified contact signals for Kim Eunki at Amazon Web Services (AWS), including work email, phone, and LinkedIn data when available.
Kim Eunki holds 석사, 일반대학원 - It융합, 4.4/4.5 from 숭실대학교.
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