Hello! I’m Nadia, a senior Computer Science student at KAIST with a strong passion for Human-Computer Interaction. I like to immerse myself in projects that blend ML, AI, software development, and UI/UX design, continually honing my creative and technical skills to craft effective solutions in the field. I’m eager to continue deepening my expertise through a balance of innovative research and practical, real-world applications. For my design portfolio, you can check it out on Behance!
Nadia Azzahra Putri Arvi
Profile
Experiences
KAIST Interactive Computing Lab
[Internship]
2024.07 - Present
Undergraduate Researcher
Daejeon, South Korea
- Explored the utilization of LLM for users’ emotion classification using Plutchik’s Wheel Model and aiding users for guided emotion reflection for a period of time.
- Responsible for developing the front-end of the mobile application using React Native and prompt enginered the back-end using OpenAI API.
Daewoong Foundation
[Internship, Scholarship Awardee]
2024.02 - Present
Software Engineer Intern, UI/UX Designer
Remote
- Designed the company’s internal content creation platform targeted for the company’s stakeholders.
- Built an automated company-wide mailing system to deliver updates on health regulatory guideline using Selenium and Python.
Projects
LLM-based Mobile Diary Application
July 2024 -- Present
Explored the utilization of LLM for users’ emotion classification using Plutchik’s Wheel Model and aiding users for guided emotion reflection for a period of time.
- Tech stacks: React Native, OpenAI
October 2024 -- November 2024
Designed and implemented a chatbot interface based on the ”Learning by Teaching” method to support users in recalling and reinforcing programming concepts. Utilized OpenAI API as a teachable agents, with attempts to control the agent’s behavior using prompt engineering.
- Tech stacks: ReactJS, OpenAI, NodeJS
April 2024 -- Present
Designed and developed the UI/UX interactions and implemented the front end using React Native, incorporating the i18n module for language localization.
- Tech stacks: React Native, Django
Optimizing Dialogue System -- Integrating Enhanced Clustering and Quality-Aware Training for Response Diversity.
March 2024 - June 2024
December 2023
Utilized OpenAI API’s assistants and knowledge retrieval tool (GPT-3.5) to visualize stock trends.
- Tech stacks: Python, REST API
December 2023
Classified the images in the CIFAR10 dataset into 10 categories using Convolution Neural Networks (CNNs) and obtained 80.47% accuracy.
- Tech stacks: Python, Pytorch
September 2023
Applied RNN and LSTM technique on IMDB review dataset. Obtained 81.84% accuracy for LSTM model and F1 score of 90.05% on BERT model.
- Tech stacks: Python, Pytorch
July 2023
Translated Indonesian colloquial language into formal language by fine-tuning Indobart-v2 model on Indocollex dataset.
- Tech stacks: Python, Pytorch
February 2023 - May 2023
Optimized the problem identification workflow for incoming tickets by implementing automated summarization of user complaints and classification of tickets into specific classes.
- Tech stacks: Python, NLTK
February 2023 - June 2023
Developed a prototype for an online venue-finding platform to simplify wedding preparation
- Tech stacks: Figma
Skills
Language
Python
HTML
Java
C
C++
SQL
Javascript
Software
Figma
Illustrator
Premiere Pro
Workframe and Libraries
Pytorch
ReactJS
React Native
NodeJS
OpenAI
Education
August 2021 - Present
Computer Science and Business and Technology Management
Bachelor
M.H. Thamrin State Prominent High School, Indonesia
2018 - 2021
Science
Languages
Indonesian
[Native]
English
[Professional]
Korean
[Intermediate]