Subin Jung

Subin jung

bookmark on deepenrich
location of Subin JungNewcastle Upon Tyne, England, United Kingdom
Followers of Subin Jung205 followers
  • Timeline

  • About me

    MSc Data Science with AI | Machine Learning Engineer

  • Education

    • Newcastle university

      2019 - 2022
      Bachelor of science - bsc computer science first class honours (73.7%)

      Activities and Societies: Awarded at Poster Competition of 'Computing at Newcastle', Member of Yoga Society Thesis: "Character Profiling in Literature through Natural Language Processing"I proposed a new design of character profiling system using literature dialogue. The dataset was collected from several well-known literatures by conducting NLP techniques such as tokenisation, POS tagging and dependency parsing. Then, TF- IDF preprocessing and five different machine learning classifiers — Random Forest, Gaussian Naive Bayes, Multinomial NB, Bernoulli NB and Complement NB — were implemented… Show more Thesis: "Character Profiling in Literature through Natural Language Processing"I proposed a new design of character profiling system using literature dialogue. The dataset was collected from several well-known literatures by conducting NLP techniques such as tokenisation, POS tagging and dependency parsing. Then, TF- IDF preprocessing and five different machine learning classifiers — Random Forest, Gaussian Naive Bayes, Multinomial NB, Bernoulli NB and Complement NB — were implemented. Finally, the model can predict the speaker via given dialogue with a reasonable degree of success. Show less

    • Newcastle university

      2022 - 2023
      Master of science - msc data science with ai
    • Into london world education centre

      2018 - 2019
      Foundation degree science and engineering
  • Experience

    • Walbottle academy - northern education trust

      Dec 2021 - Apr 2022
      Computer science teaching assistant

      As a Computer Science Teaching Assistant at Walbottle Academy, I contributed delivering the Introductory Python module to students from Year 7 to Sixth Form. My main responsibility was inspiring students to find the answers and helping them to keep up with computer science class during practical sessions. In addition to my teaching duties, I also participated in enrichment sessions after school to build connections with students and foster a positive learning environment.During my time at Walbottle Academy, I developed strong skills in teaching and communication, particularly in explaining complex technical concepts to students in an accessible and engaging manner. I also gained valuable experience in building relationships with students and creating a supportive learning environment that encourages their growth and development. Show less

    • Newcastle university

      Jun 2022 - Jul 2022
      Enterprise project research intern

      As an Enterprise Project Research Intern at SAgE Professional Services, Newcastle University, I worked as part of a team of six interns to research the perspectives of enterprise from the standpoint of students, universities, and industry. This involved conducting both primary and secondary research, including interviews, surveys, and online research, to gather data and insights.Throughout the project, I developed strong skills in research methodology and data analysis, particularly in designing and conducting surveys and interviews. I also gained valuable experience in working collaboratively with a team to achieve our research objectives and in communicating our findings effectively to stakeholders. Show less

    • National innovation centre for data

      Jul 2022 - Jul 2022
      Data insights bootcamp demonstrator

      As a Data Insights Bootcamp Demonstrator at the National Innovation Centre for Data, I worked alongside a team of five demonstrators to guide student groups in solving real-world problems brought by industry-leading and creative arts organisations. My main responsibilities were introducing agile methodology and Python to enable students to learn business and data analysis skills, as well as assisting students with technical issues and providing feedback on their progress.

    • Newcastle university

      Sept 2022 - Feb 2023
      Deep learning engineer

      As a Deep Learning Engineer at Natural and Environmental Sciences, Newcastle University, I developed a crop classifier for 5 to 25 varieties of Solanum Tuberosum using my expertise in computer vision and machine learning.To achieve optimal results, I collaborated with two agricultural scientists as a team to identify ways to improve the model's performance. Together, we experimented with different feature extraction and selection techniques, as well as fine-tuned the model's hyperparameters to achieve high accuracy and precision in crop classification.Through this project, I gained valuable experience in applying deep learning techniques to real-world problems in the agricultural industry, as well as in collaborating effectively with domain experts to achieve our goals. I also developed strong skills in computer vision, machine learning, and model optimisation, which have proven to be valuable in my subsequent work in the field. Show less

  • Licenses & Certifications

    • Machine learning: natural language processing in python

      Udemy
      Apr 2022
      View certificate certificate