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torreswoo/README.md

๐Ÿ‘‹ ์•ˆ๋…•ํ•˜์„ธ์š”, ์šฐ์ข…ํ˜ธ(Jongho Woo)์ž…๋‹ˆ๋‹ค

Data Platform ยท MLOps ยท AI/GPU Infrastructure Engineering Leader

๋ฐ์ดํ„ฐ ์—”์ง€๋‹ˆ์–ด๋ง์„ ๋ฐ”ํƒ•์œผ๋กœ ๋Œ€๊ทœ๋ชจ MLOps์™€ AI/GPU ํ”Œ๋žซํผ์„ ์„ค๊ณ„ํ•˜๊ณ  ์šด์˜ํ•ด ์™”์Šต๋‹ˆ๋‹ค. ํŠผํŠผํ•˜๊ณ  ๋น„์šฉ ํšจ์œจ์ ์ธ ์ธํ”„๋ผ๋ฅผ ๋งŒ๋“ค์–ด ์กฐ์ง์ด AI๋ฅผ ๋น ๋ฅด๊ฒŒ ํ”„๋กœ๋•์…˜์— ์˜ฌ๋ฆด ์ˆ˜ ์žˆ๋„๋ก ๋•๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค.

๐Ÿ“„ About Me: https://torreswoo.github.io/about-me/jongho-woo-cover-letter.html
๐Ÿ’ผ LinkedIn: https://www.linkedin.com/in/torreswoo/

  • ๐Ÿข ํ˜„์žฌ ํ† ์Šค(๋น„๋ฐ”๋ฆฌํผ๋ธ”๋ฆฌ์นด) ML/AI Infra Team Leader
  • ๐Ÿš€ ์ˆ˜๋ฐฑ ๋Œ€ ๊ทœ๋ชจ GPU(H200, A100) ํด๋Ÿฌ์Šคํ„ฐ ยท ๋‹ค์–‘ํ•œ workload๊ฐ„ GPU ์Šค์ผ€์ค„๋ง ยท AI Platform ๊ตฌ์ถ• (LLM์„œ๋น™, Agent Sandbox)
  • โš™๏ธ Spark ยท Kafka ยท Flink ๊ธฐ๋ฐ˜ ์‹ค์‹œ๊ฐ„ ๋ฐ์ดํ„ฐ ํŒŒ์ดํ”„๋ผ์ธ๊ณผ Feature Store
  • โ˜๏ธ Kubernetes ยท AWS ยท GCP ยท ์˜จํ”„๋ ˆ๋ฏธ์Šค IDC ํ•˜์ด๋ธŒ๋ฆฌ๋“œ ์ธํ”„๋ผ
  • ๐ŸŽ“ GCP Certified (Machine Learning Engineer ยท Data Engineer ยท Associate Cloud Engineer)

๐Ÿ›  Tech Stack

Kubernetes Kueue Kyverno vLLM NVIDIA Dynamo RDMA/InfiniBand Kata Containers gVisor Flink Kafka Spark StarRocks Aerospike BigQuery DBT MLflow Feast Ray

๐Ÿ’ผ Career

๊ธฐ๊ฐ„ ํšŒ์‚ฌ ์—ญํ• 
2024.12 ~ ํ˜„์žฌ ํ† ์Šค (๋น„๋ฐ”๋ฆฌํผ๋ธ”๋ฆฌ์นด) ML/AI Infra Team Leader
2023.05 ~ 2024.11 ์œ„๋Œ€ํ•œ์ƒ์ƒ (์š”๊ธฐ์š”) MLOps Team Leader ยท MLOps Engineer
2019.02 ~ 2023.05 ์นด์นด์˜ค๋ชจ๋นŒ๋ฆฌํ‹ฐ Data & MLOps Engineer
2018.04 ~ 2019.01 ZEPL DevOps & Backend Engineer
2015.01 ~ 2018.03 SKํ”Œ๋ž˜๋‹› Platform Engineer

โœ๏ธ Articles & Talks

๐Ÿ”— Links

LinkedIn About Me

Pinned Loading

  1. torreswoo.github.io torreswoo.github.io Public

    Torres Github page

    CSS 1

  2. docker-elk-pipeline docker-elk-pipeline Public

    Elastic Stack Data Pipeline ๊ตฌ์ถ• ์‹ค์Šต

    Dockerfile 18 12

  3. EDA-nyc-taxi EDA-nyc-taxi Public

    New York City Taxi EDA

    Jupyter Notebook 3

  4. 1ambda/terraform-all-in-one 1ambda/terraform-all-in-one Public

    Get fine-grained Kubernetes + Infrastructure on AWS in 30 mins ๐Ÿš€

    HCL 77 22

  5. about-me about-me Public

    HTML

  6. dbt-test dbt-test Public

    Python