Alex Kim

nsfw_data_scraper. Collection of scripts to aggregate image data for the purposes of training an NSFW Image Classifier

slack-gpt-bot. GPT4-powered Slack bot that can scrape URL contents

latex_resume_template. Minimalist Latex Resume Template

XMeans. Parameter-free K-means clustering: X-means

video_frame_remover. Remove frames and borders around videos

ImReg. Image Registration Algorithms

open-source-mlops-e2e. Jupyter Notebook

image_data_scraper. A collection of scripts to quickly and easily collect labelled images data

skypilot-code-sandbox. A self-hosted, secure code execution sandbox for LLM agents deployed on your cloud infrastructure using SkyPilot. Built on llm-sandbox for multi-language code execution.

ML-Pipeline-With-DVC-SkyPilot-HuggingFace. HTML

ann_presentation. Presentation on Approximate Nearest Neighbors

match_template. Image Template Matching using OpenCV

mlops.toys. 🎲 A curated list of MLOps projects, tools and resources

multi-node-llm-finetuning-slurm. Python

PyTorch-Computer-Vision-Cookbook. PyTorch Computer Vision Cookbook, Published by Packt

llama_cpp_webserver_example. Example code on how to serve LLM web APIs with llama.cpp

example-get-started-experiments. Get started DVC project

mlflow-skypilot-demo. Python

data_cleaning_guide. Jupyter Notebook

bot_gender_profiling. Bots and Gender Profiling

cv_webinars. Computer Vision webinar materials

cookiecutter-data-science. A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

danswer. Ask Questions in natural language and get Answers backed by private sources. Connects to tools like Slack, GitHub, Confluence, etc.

ml-design-patterns. Source code accompanying O'Reilly book: Machine Learning Design Patterns

llm-sql-finetune-modal. Python

proteinfold. Protein 3D structure prediction pipeline

torchtune. PyTorch native finetuning library

IntelliMatch. This project is a simple web application designed to match job descriptions with candidate resumes using OpenAI's API. It was a toy project for me to learn JavaScript, HTML, and CSS.

SkyServe-Nebuis-Qwen3-Demo.

modal-demo-yolo-finetune. Python

streamlit-app-churn-classification. Jupyter Notebook

github_code_search_star. Python

demo-bank-customer-churn. Demo DVC project training a classification model on tabular data

keras-openpose-reproduce. Keras implementation of Realtime Multi-Person Pose Estimation

monitoring_ml_apps_presentation. Monitoring ML applications in production

transformers. 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

pytest_demo. Python

SlowFastNetworks. PyTorch implementation of "SlowFast Networks for Video Recognition".

demo-bank-customer-churn-prediction. Jupyter Notebook

simple-streamlit-datavis-app. Python

kinetics-downloader. Download DeepMind's Kinetics dataset.

TimeRanges. Manipulate and modify lists of datetime ranges

skypilot. SkyPilot: Run AI and batch jobs on any infra (Kubernetes or 16+ clouds). Get unified execution, cost savings, and high GPU availability via a simple interface.

DS-Unit-3-Sprint-3-Productization-and-Cloud. Building a real deployed full-stack application, backed by Data Science

course-nlp. A Code-First Introduction to NLP course

course-v3. The 3rd edition of course.fast.ai

awair_open_data. Repository of air quality data from Awair devices

notebooks. Notebooks using the Hugging Face libraries 🤗

chatbot-ui. A ChatGPT clone for running locally in your browser.