About Me
Hello! I’m Minse Ha, an AI developer specializing in computer vision, with a focus on object detection, segmentation, and multi-modal applications. Currently based in the Vision Intelligence Lab in Korea, I thrive on leveraging data and AI to foster effective communication and drive innovation in the field of artificial intelligence. Passionate about creating intelligent systems, I am dedicated to pushing the boundaries of what’s possible in computer vision technology. I have skills with
Python Pytorch Tensorflow Flask Docker/Conda Linux/Git and JS/HTML/CSS
Projects
Implement AI voice route guidance service for the elderly to solve social problem
- Lead a project to develop an AI voice route guidance service for the elderly and transportation-vulnerable, enhancing their travel independence.
- Integrated Chat GPT, Google’s STT and TTS APIs, Google Maps, and Weather APIs.
- Created elderly-friendly design, significantly aiding users with limited digital literacy.
- Got the grand prize[1st] in 2023 Korea association of Information Systems Fall Conference College Student Idea Competition.
Built AI model for detecting recycled waste and presents solutions to resolve data shifting problems
- With the goal of automating waste sorting, developed a real-time recycling waste detection model using YOLOv8.
- Improved detection model F1score 6% by resolving data imbalance problem through the Segmented-Crop&Paste method using SAM (Segment Anything Model, Meta).
- Cooperate with WIM, an integrated solutions company in the field of intelligent control as an intern.
- Won the grand prize[1st] at the Industry-Academia Cooperation Project Competition.
Development of a video web diary service that supports AI sentiment analysis and counseling
- Developed the concept for an AI concierge service utilizing video diaries to analyze and respond to user needs.
- Combined Hume API and ChatGPT-4 for sentiment analysis and recommendations, incorporating a Flask server and frontend integration for sentimental insight from user’s video.
- Worked with a team of diverse cultural backgrounds.
Experiences
Data Analysis intern
Internship in HealthyLike, Daegu, Korea
Oct 2022 - Aug 2023
http://hlike.asadesign.kr/
Data analysis intern in bitamin retail company
- Customer Data Analysis/Visualization for offline store location selection. LINK
- Preprocess company’s data with python and data crawling methods.
- Conducted with work customer consultation automation.
Vision AI engineer intern
Internship in WIM, Daegu, Korea
July 2023 - Present
https://www.wimcorp.co.kr/
Implementation and weight reduction of vision model for automatic crop harvesting robot
- Working on OS setup and maintenance with Stereolabs ZED box and camera settings.
- Developing a 2D crop segmentation & depth estimation model for enhancing harvesting robot recognition capabilities.
- Implementing a lightweight model and conducting methodological research for its application in a robotic environment.
Student Ambassador
KSA - Kyungpook national university Student Ambassador
June 2020 - June 2021
https://www.youtube.com/@knuoia
Management and event planning for 200+ international students per semester
- Planning and operating cultural exchange online seminars and events for international students every month.
- Develop communication skills and English skills with people from diverse cultures
- Despite the coronavirus pandemic, achieved more than 80% satisfaction in the exchange student satisfaction survey.
Education
M.S. of Computer Science in VIS Lab
Kyungpook National University
March, 2024 - Present
Computer Science, department of Information Technology
- About the VIS Lab (Vision & Intelligence System Lab): LINK
- Developing action recognition dataset and conducting algorithm research to enhance surveillance robot recognition performance.
- Researching multimodal algorithms based on camera & sensor fusion technology for rehabilitation exercise assistance.
B.S. Computer Science, Artificial intelligence
San Jose State University
Jul, 2022 - Jun, 2023
Exchange student in SJSU
- Topics in machine learning, Deep learning, Python data analysis, Data visualization, Server-side web programming
- Joined the ML@SJSU club and led the Photo Retouching Service with Style Transfer Model project. LINK
- Took a part in LikeLion-SJSU web development club and conducted with various web development. LINK
- Conducted research about bay area house price prediction. LINK
- Participated in Cal Hackhathon hosted by Berkely university with international teammates LINK
B.S. of Artificial Intelligence
Kyungpook National University
Mar, 2017 - Feb, 2024
Departement of Electrical engineering
Deep learning, Data structure & algorithms, Pattern Recognization, AI Programming, Linear Algebra/Statistic
AWARDS
- Won the 1st prize at the Industry-Academia Cooperation Project Competition
- Won the 1st prize at the 2023 Korea association of Information Systems Fall Conference College Student Idea Competition
- Won the 2nd prize in the brain aneurysm screening artificial intelligence competition hosted by K-ium
- Won the 3rd prize in Daegu City Public Problem Solving Software Development Hackathon hosted by KNU
- Won the 3rd prize in KOVA Venture Business Association Capstone Design competition
- Won the 3rd prize in K-Digital Platform Living Lab Idea Contest