Jeongmin Byun

FAQ About Jeongmin Byun

• What is Jeongmin Byun's address?

  Jeongmin Byun is located at
  South Korea

• What is Jeongmin Byun's job title?

  Jeongmin Byun is a
  # Software Engineering Skills: - Languages: I am fluent in Python, Ruby, and JavaScript/TypeScript. Also, I have working experience with C, C++, and Java. - Frameworks: I built several commercial products using (1) Flask, FastAPI, Django, NestJS, or Ruby on Rails with (2) React.js or Vue.js on (3) AWS or Azure in Dockerized environments. - ML Engineering: I built and deployed several commercial products that use various ML models which include simple and traditional supervised and unsupervised models, deep neural-net-based models, and deep reinforcement learning models that are state of the art at the time. I also built several LLM-powered on-premise solutions that support question-answering based on companies' internal documents and text datasets. I did my Ph.D. in a research group specialized in handling big text data with natural language processing. I also have some working experience in using computer vision algorithms and know how to use them in commercial products. # Research Interests: My research interests are in (1) developing computational techniques to help people socialize and collaborate better while taking online courses or using web services, and (2) Increasing scalability and reducing privacy issues in web services that support collaborative tasks. I have first-authored several peer-reviewed publications in HCI-related conferences like ACM CSCW, SIGCHI, and Learning@Scale. Ulsan National Institute Of Science And Technology

• What industry does Jeongmin Byun currently work in?

  Jeongmin Byun currently works in the
  Ulsan National Institute Of Science And Technology

• What is Jeongmin Byun's area of expertise?

  Jeongmin Byun specializes in
  # Software Engineering Skills: - Languages: I am fluent in Python, Ruby, and JavaScript/TypeScript. Also, I have working experience with C, C++, and Java. - Frameworks: I built several commercial products using (1) Flask, FastAPI, Django, NestJS, or Ruby on Rails with (2) React.js or Vue.js on (3) AWS or Azure in Dockerized environments. - ML Engineering: I built and deployed several commercial products that use various ML models which include simple and traditional supervised and unsupervised models, deep neural-net-based models, and deep reinforcement learning models that are state of the art at the time. I also built several LLM-powered on-premise solutions that support question-answering based on companies' internal documents and text datasets. I did my Ph.D. in a research group specialized in handling big text data with natural language processing. I also have some working experience in using computer vision algorithms and know how to use them in commercial products. # Research Interests: My research interests are in (1) developing computational techniques to help people socialize and collaborate better while taking online courses or using web services, and (2) Increasing scalability and reducing privacy issues in web services that support collaborative tasks. I have first-authored several peer-reviewed publications in HCI-related conferences like ACM CSCW, SIGCHI, and Learning@Scale.

• Which languages does Jeongmin Byun speak? 

  Jeongmin Byun speaks the following languages:
  No languages available.

• Which industries has Jeongmin Byun previously worked in?   

  Jeongmin Byun has prior experience in the following industries:
  Elice , Nbt , Ars Praxia

• What is Jeongmin Byun’s work experience?  

  Jeongmin Byun has the following professional experience:
  Ulsan National Institute Of Science And Technology , Tanker , Elice , Nbt , Ars Praxia , Unist .

• How can I find Jeongmin Byun on LinkedIn?  

  You can view Jeongmin Byun’s
  LinkedIn profile at LinkedIn URL.

• What are Jeongmin Byun’s work email addresses?  

  Jeongmin Byun’s work email addresses are
  [email protected] .

• What company does Jeongmin Byun work for?  

  Jeongmin Byun works at
  Ulsan National Institute Of Science And Technology