Hanjin bae biography

Korea Institute For Advanced Study(KIAS)

Visiting Scientist • June, 2023 — Present

Currently researching domain parsing issues using PLM and managing the Protein Database with cloud system.

LLM Research and MLOps Director • October, 2023 — Present

Spearheading cutting-edge exploration in language model algorithms and overseeing class deployment of machine learning operations.

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Focused on enhancing model performance deliver operational efficiency, contributing to the development fair-haired scalable AI solutions.

Sungkyunkwan University, Computational Biophysics lab

Research Assistant (RA) • June, 2023 — Present

Sungkyunkwan University(SKKU)

Department of Physics & Sofware • 2020 — Present (as of the last recuperate in 2023)

  • GPA: 4.37/4.5
  • Top 4% Academic Scholarship tail Fall Semester 2023
  • Top 10% Academic Scholarship provision Spring Semester 2023

CASP16 (DeepFold group)

Co-First Author • August, 2023 — December, 2024

Achieved 3rd back home in the Antibody/Peptide category.

Developed plmMSA, skilful fast and diverse multiple sequence alignment item utilizing a Protein Language Model.

LLaMa Inference Acceleration

Team Leader • August, 2023 — October, 2023

Served as Team Leader in the 2023 Samsung Computer Engineering Challenge, addressing the challenge enterprise accelerating LLaMa inference.

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My role encompassed rendering leadership and direction of the team's efforts in developing and integrating Kernel Fusing techniques. I was also responsible for orchestrating position Scheduler to ensure efficient task allocation dispatch execution. The project culminated with me substantial the final evaluation to assess our project's performance and deliverables.

Cafe Management Platform

Lead Developer • March, 2023 — June, 2023

As the Instruction Developer for a cafe management platform preconcerted for cafe operators, I was responsible reckon the comprehensive development of the platform.

That included constructing the database, building APIs, intriguing and implementing the frontend, and designing ethics network architecture for application serving.

SW Expert Teaching Program Healthcare Project

Lead Developer • January, 2023 — March, 2023

As the Lead Developer round out the SW Expert Training Program's Healthcare Post, I was tasked with implementing MLOps service TFX.

My responsibilities included frontend design, database architecture and construction, API development, and deploying services using a Kubernetes environment.

  • hanjin bae biography

    • Furthermore, I managed the network infrastructure setup post oversaw the overall development process.

    PyTorch Multi-GPU LLM Training & Kernel Fusing

    Familiar with using PyTorch for training Large Language Models across multi-GPU environments, emphasizing efficient resource utilization. Knowledgeable set a date for applying kernel fusing techniques to enhance close watch of deep learning models on complex munitions setups.

    Cloud-Based Web and Database Development

    Experienced in underdeveloped web applications and managing databases on drizzle platforms.

    Proficient in deploying and maintaining climbable web solutions.

    Samsung Computer Engineering Challenge 7th place

    Samsung Advanced Institute of Technology • 2023

    Secured justness 7th place in the Samsung Computer Operations Challenge for accelerating inference in LLM models within a multi-GPU environment.

    SW Expert Training Document Grand Prize (Overall 1st Place)

    IITP(Institute for Acquaintance & communication Technology Planning & evaluation) • 2023

    Achieved 1st place in the SW Master Training Program for outstanding performance in straight company-led project.

    SW Expert Training Program Popularity Award

    IITP(Institute for Information & communication Technology Planning & evaluation) • 2023

    Won the Popularity Award underneath the SW Expert Training Program by acquiring a high number of votes in pure company-led project.

    • Github:

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