kim-jeonghyun / mmaction2 Goto Github PK

Welcome to my GitHub profile! I'm Jeonghyun Kim, a data scientist and AI engineer with a passion for leveraging technology to solve complex problems. With a strong foundation in Python, machine learning, and artificial intelligence, I've worked on projects across various domains, including computer vision, natural language processing, and digital health.

• 📫 How to reach me: Email
• 🔗 Connect with me on LinkedIn
• 💻 Check out my projects on GitHub

• 🌱 I’m currently deepening my expertise in advanced ML/DL models and MLOps practices.
• 📚 I'm an enthusiastic learner, continuously exploring new technologies through online platforms like Codecademy and Coursera.
• 🚀 My journey in AI was accelerated by participating in prestigious programs like Google ML Bootcamp, KDTxprogrammers AI dev course, and SeSSACxFastCampus data analyst course.

_Sept 2022 – Feb 2024

• Spearheaded the development of CV-based screening models for pediatric developmental assessments.
• Built and optimized data pipelines for efficient processing and analysis.

_2021 – 2022

• Specialized in Korean NLP to enhance public audit processes and legal document analysis.

2012 – 2020 (Closed)

• Led the company as a service planner, content producer, and manager, focusing on foreign language learning apps.
• Achieved over 1 million downloads for our Korean language learning app on Android.

• Programming Languages: Python
• Frameworks & Libraries: Tensorflow, PyTorch, scikit-learn, FastAPI, Flask
• Database Management: SQL, NoSQL
• Web Development: HTML, CSS, Vanilla JS
• Cloud & DevOps: AWS (S3, RDS, EC2), Docker
• Tools & Platforms: WanDB, CVAT, label-studio, Roboflow, Openmmlab

• Coursera DeepLearning Certificate (2022)
• Google ML Bootcamp (2022)
• Programmers AI dev course (2022)
• Fast Campus Digital Marketing Byte Degree (2021)
• SSAC x Fast Campus Big Data Analyst (2021)
• ADsP
• SQL Developer

• English: TEPS 1+
• Japanese: JLPT N1

Thank you for visiting my profile. I'm always open to new opportunities and collaborations. Let's connect and explore how we can create impactful solutions together.