최태훈

최태훈 Email and Phone Number

에이블리 머신러닝 엔지니어 @ 에이블리 (ABLY corporation)
최태훈's Location
South Korea, Korea, Republic of
About 최태훈

Current- AI Engineer (Ably Corp)Past- AI Engineer (Coupang Corp) * Develop Recommendation System for Coupang- AI Engineer (NAVER Corp and LINE Corp as a concurrent position) * Research about Recommendation systems for Naver shopping / LINE shopping / Vibe / LINE Music * Shopping: tensorflow / inception-v3 / yolo / tesseract * Music: pytorch / GRU / Matrix Factorization / word2vec * Data processing: Spark / Hadoop streaming / oozie- Research Intern (Microsoft) * Kusto / Cosmos (internal bigdata database systems) * Overall understanding about Azure IaaS- Game server developer/engineer (SundayToz) * CentOS / MariaDB / MySQL / PHP 5.6 / Node.js 0.12.0 / AWS cloud- Computer Security (Postech Laboratory for Unix Security) * Linux security / Web security

최태훈's Current Company Details
에이블리 (ABLY corporation)

에이블리 (Ably Corporation)

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에이블리 머신러닝 엔지니어
최태훈 Work Experience Details
  • 에이블리 (Ably Corporation)
    머신 러닝 엔지니어
    에이블리 (Ably Corporation) Jan 2022 - Present
    대한민국 서울
    실험 플랫폼 개발- Go / Grpc / React / Athena / Kafka- A/B테스트를 위한 마이크로서비스 개발- 프론트엔드 프로토타이핑- 분석 플랫폼 적용로깅 파이프라인 개발 - Go / Kafka / Kafka Connect / Scala Spark - 유저의 클라이언트 로그를 받아서 기록하는 서버 개발 - 받은 로그를 가공/사용하는 etl 파이프라인 개발어플리케이션 서버 개발- Python / Django Rest Framework- 추천관련 로직 개발 및 성능 개선광고 차감 로직 개선- Spring Kafka / Kotlin추천 알고리즘 개발- pytorch추천서버/파이프라인 내재화- 추론서버 sagemaker -> k8s 이전- 학습서버 sagemaker -> kubeflow 이전-… Show more 실험 플랫폼 개발- Go / Grpc / React / Athena / Kafka- A/B테스트를 위한 마이크로서비스 개발- 프론트엔드 프로토타이핑- 분석 플랫폼 적용로깅 파이프라인 개발 - Go / Kafka / Kafka Connect / Scala Spark - 유저의 클라이언트 로그를 받아서 기록하는 서버 개발 - 받은 로그를 가공/사용하는 etl 파이프라인 개발어플리케이션 서버 개발- Python / Django Rest Framework- 추천관련 로직 개발 및 성능 개선광고 차감 로직 개선- Spring Kafka / Kotlin추천 알고리즘 개발- pytorch추천서버/파이프라인 내재화- 추론서버 sagemaker -> k8s 이전- 학습서버 sagemaker -> kubeflow 이전- 비용절감 목적MSA분리- kotlin / spring / grpc / hexagonal architecture- DB분리 Show less
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  • Coupang
    Sr. Backend Engineer
    Coupang Jan 2021 - Jan 2022
    대한민국
    Develop Recommendation System- Develop FBT(Frequently Bought Together) recommendation- Improve VT(View Together) recommendation- Automatic ranking for widgets* Java / grpc / solr / Java spark / Presto / Hive
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  • Naver Corp
    Ai Engineer
    Naver Corp Jun 2018 - Jan 2021
    대한민국 경기도 성남
    Develop Recommendation Systems for Naver Shoppong / Line Shopping- Improve performance for session based recommendation model- Develop personalized search * Inceoption v3 / Yolo v2 / Scala Spark / Transformer / TensorflowDevelop Recommendation Systems for Line Music and Vibe- Profile Users and Develop User-personalized Playlists * Scala Spark / Hive / Oozie / Word2Vec / Matrix Factorization- Develop “Autoplay” Service * Scala Spark / Pytorch / Tensorflow… Show more Develop Recommendation Systems for Naver Shoppong / Line Shopping- Improve performance for session based recommendation model- Develop personalized search * Inceoption v3 / Yolo v2 / Scala Spark / Transformer / TensorflowDevelop Recommendation Systems for Line Music and Vibe- Profile Users and Develop User-personalized Playlists * Scala Spark / Hive / Oozie / Word2Vec / Matrix Factorization- Develop “Autoplay” Service * Scala Spark / Pytorch / Tensorflow / Oozie / GRU Model Show less
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  • Kodebox
    Game Server Developer (Part Time)
    Kodebox Feb 2018 - Jun 2018
    Typescript + Node.js + AWS Lambda + PostgreSQL + Jest + Supertest + JSON-RPC
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  • 마이크로소프트
    Research Intern
    마이크로소프트 Jul 2017 - Jan 2018
    Beijing, China
    Research about Azure VM allocation- Utilize internal big data systems “Kusto” and “Cosmos”- Participate in a research about VM allocation fragmentation- Participate in a research about a host update problem- Participate in a research about data generators for simulators
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  • Sundaytoz
    Server Engineer
    Sundaytoz Sep 2015 - Jan 2017
    Bundang
    Developing and managing casual mobile game(Anipang2) servers- Approximately one million DAU- PHP / nginx / mysql / redis / memcached / aws (cloudfront)Developing and managing cross-promotion servers- Cross promotion between approximately 10 Games- PHP / nginx / memcached / aws (ec2, aurora, elasticcache with memcache, s3, cloudfront, route53)
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  • Company 100, Inc.
    Server Engineer
    Company 100, Inc. Dec 2014 - Sep 2015
    Seoul
    Developing RPG mobile game(BuddyRush2) server- Node.js with typescript
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  • Vsi
    Firmware Engineer
    Vsi Dec 2013 - Dec 2014
    Daejeon
    Using PIC12 MCU, program code for static electricity eraser.

최태훈 Education Details

Frequently Asked Questions about 최태훈

What company does 최태훈 work for?

최태훈 works for 에이블리 (Ably Corporation)

What is 최태훈's role at the current company?

최태훈's current role is 에이블리 머신러닝 엔지니어.

What schools did 최태훈 attend?

최태훈 attended 포항공과대학교.

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