Proficient in Problem Framing through Data Analysis and Applying AI-Driven Approaches
- Time-series Forecasting, Computer Vision, Natural Language Processing (LLM), Speech (Audio), XAI
- MLops, Kafka, FastAPI, Docker, GCP, AWS
- Dynamical Modeling, PDEs
Name: Seoyoung Oh
Type: User
Company: Terenz
Bio: Data Scientist | ML Engineer
Location: South Korea, Busan
Proficient in Problem Framing through Data Analysis and Applying AI-Driven Approaches
[Portfolio]
| [CV]
Air pollution forecasting with convection-diffusion model and LSTM
[Fork] awesome-financial-networks
Leaf disease classification on kaggle
Chest X-ray abnormalities detection on kaggle
A collection of dataset consists of a total of 8 English speech datasets for SER
Computer vision toolbox with python tools and algorithms
Image enhancement and classification with CT image dataset
Programming practices - ML, DL, Kaggle with Python, R, Matlab
Programming Assignment - Kaggle Competition, Python quiz, etc.
Colaboration test
Presentations in weekly "Data structure & algorithm" study
[Fork] The most cited deep learning papers
[Fork] Study of Deeplearning.ai Tensorflow Developer on Coursera
[Fork] Deep Learning papers reading roadmap
[Fork] Study of Deeplearning.ai Specialization on Coursera
Visualization of filters and feature maps in leaf disease image classifiers.
Facial emotion recognition (FER) using convolutional neural networks
Regression and LSTM for predicting Busan city's gas consumption
Numerical solutions of heat equations
U-GAT-IT implementation with GHIBLI dataset and GAN architecture analysis
A mobile application that uses Deeplearning and Android Studio
Final project for the ' AI for Non-major' Course
Simple estimation of LoL tier with Softmax and XGB
Numerical solutions of Lotka–Volterra predator–prey model
Machine learning Paper review and code implementation
Classification of pattern images based on Lengyel-Epstein model
Study and project for the '4th Industrial Revolution and Mathematics' Course
Implementation of optimization techniques in machine learning
Project for the 4th-grade 'Comprehensive Design' Course
Modified prey–predator model which describes the rate of change for each species by adding coupling terms
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.