Hi there, I'm Alex Kim (alex000kim) 👋 About Me ____________ Hi! I’m Alex. I am an ML engineer by trade and a physicist by degree. I’ve lived in different parts…
Hi there, I'm Alex Kim (alex000kim) 👋
About Me
____________Hi! I’m Alex.
I am an ML engineer by trade and a physicist by degree. I’ve lived in different parts of the world and am currently based in Montreal, 🇨🇦. I speak English, Russian, French and un poco de español.
I am also a husband and a dad of two 👧🏻👦🏻.
Occasionally, I find time to:
- Contribute to open-source projects, which have been used in multiple academic research studies
- Provide guidance to EdTech startups on designing effective learning curriculums
- Work with startups on evaluating and recommending enhancements to their ML & MLOps practices
- Coordinate data science and machine learning meetups, such as PyData Montreal and Montreal MLOps
- [Conduct online educational courses](/other/oreilly-mlops)
- Deliver presentations at conferences and author technical blog posts
Featured Repositories
Here are some of my top repositories, sorted by the number of stargazers:
- nsfw_data_scraper: Collection of scripts to aggregate image data for training an NSFW Image Detector/Classifier.
- latex_resume_template: Minimalist Latex Resume Template.
- XMeans: Parameter-free K-means clustering: X-means.
- video_frame_remover: Remove frames and borders around videos.
- slack-gpt-bot: GPT4-powered Slack bot that can scrape URL contents.
Get in Touch
I'm always excited to explore new technologies and collaborate on interesting projects. If you'd like to connect or work together, feel free to reach out to me:
-
nsfw_data_scraper
Collection of scripts to aggregate image data for the purposes of training an NSFW Image Classifier
Shell ★ 13k 2y agoExplain → -
claude-code
No description.
TypeScript ★ 228 2mo agoExplain → -
slack-gpt-bot
GPT4-powered Slack bot that can scrape URL contents
Python ★ 74 3y agoExplain → -
latex_resume_template
Minimalist Latex Resume Template
TeX ★ 66 5y agoExplain → -
XMeans
Parameter-free K-means clustering: X-means
Python ★ 55 7y agoExplain → -
video_frame_remover
Remove frames and borders around videos
Python ★ 41 7y agoExplain → -
ImReg
Image Registration Algorithms
Jupyter Notebook ★ 27 7y agoExplain → -
open-source-mlops-e2e
No description.
Jupyter Notebook ★ 23 1y agoExplain → -
image_data_scraper
A collection of scripts to quickly and easily collect labelled images data
Shell ★ 22 7y agoExplain → -
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.
Python ★ 17 11mo agoExplain → -
ML-Pipeline-With-DVC-SkyPilot-HuggingFace
No description.
HTML ★ 15 2y agoExplain → -
ann_presentation
Presentation on Approximate Nearest Neighbors
Jupyter Notebook ★ 8 6y agoExplain → -
match_template
Image Template Matching using OpenCV
C++ ★ 5 9y agoExplain → -
llama_cpp_webserver_example
Example code on how to serve LLM web APIs with llama.cpp
Python ★ 3 2y agoExplain → -
multi-node-llm-finetuning-slurm
No description.
Python ★ 3 1y agoExplain → -
mlops.toys ⑂
🎲 A curated list of MLOps projects, tools and resources
★ 3 3y agoExplain → -
PyTorch-Computer-Vision-Cookbook ⑂
PyTorch Computer Vision Cookbook, Published by Packt
★ 3 6y agoExplain → -
telegram-blog-poster
This is a Python script that posts new blog entries from your personal blog's RSS feed to a Telegram channel. Optionally, it can use the OpenAI API to generate a summary of the blog post, which is included in the message along with the post title and link.
Python ★ 2 2y agoExplain → -
mlflow-skypilot-demo
No description.
Python ★ 2 1y agoExplain → -
example-get-started-experiments ⑂
Get started DVC project
Jupyter Notebook ★ 2 2y agoExplain → -
bot_gender_profiling
Bots and Gender Profiling
Jupyter Notebook ★ 2 7y agoExplain → -
llm-sql-finetune-modal
No description.
Python ★ 2 1y agoExplain → -
cookiecutter-data-science ⑂
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
★ 2 5y agoExplain → -
data_cleaning_guide
No description.
Jupyter Notebook ★ 2 5y agoExplain → -
ml-design-patterns ⑂
Source code accompanying O'Reilly book: Machine Learning Design Patterns
★ 2 5y agoExplain → -
cv_webinars
Computer Vision webinar materials
Jupyter Notebook ★ 2 4y agoExplain → -
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.
Python ★ 1 7d agoExplain → -
github_code_search_star
No description.
Python ★ 1 10mo agoExplain → -
llama.cpp ⑂
LLM inference in C/C++
★ 1 2mo agoExplain → -
DeepLearningAI-ChatGPT-BuildingSystems ⑂
Practical Jupyter notebooks from Andrew Ng and Isa Fulford's "Building Systems with the ChatGPT API" course on DeepLearning.AI.
★ 1 3y agoExplain → -
transformers ⑂
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
★ 1 2y agoExplain → -
notebooks ⑂
Notebooks using the Hugging Face libraries 🤗
★ 1 2y agoExplain → -
demo-bank-customer-churn ⑂
Demo DVC project training a classification model on tabular data
Jupyter Notebook ★ 1 2y agoExplain → -
chatbot-ui ⑂
A ChatGPT clone for running locally in your browser.
★ 1 3y agoExplain → -
SlowFastNetworks ⑂
PyTorch implementation of "SlowFast Networks for Video Recognition".
Python ★ 1 7y agoExplain → -
monitoring_ml_apps_presentation
Monitoring ML applications in production
Jupyter Notebook ★ 1 7y agoExplain → -
kinetics-downloader ⑂
Download DeepMind's Kinetics dataset.
Python ★ 1 7y agoExplain → -
keras-openpose-reproduce ⑂
Keras implementation of Realtime Multi-Person Pose Estimation
Jupyter Notebook ★ 1 8y agoExplain → -
torchtune ⑂
PyTorch native finetuning library
★ 1 1y agoExplain → -
SkyServe-Nebuis-Qwen3-Demo
No description.
★ 1 1y agoExplain → -
modal-demo-yolo-finetune
No description.
Python ★ 1 1y agoExplain → -
proteinfold ⑂
Protein 3D structure prediction pipeline
★ 1 1y agoExplain → -
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.
HTML ★ 1 2y agoExplain → -
demo-bank-customer-churn-prediction
No description.
Jupyter Notebook ★ 1 3y agoExplain → -
DS-Unit-3-Sprint-3-Productization-and-Cloud ⑂
Building a real deployed full-stack application, backed by Data Science
★ 1 5y agoExplain → -
simple-streamlit-datavis-app
No description.
Python ★ 1 5y agoExplain → -
streamlit-app-churn-classification
No description.
Jupyter Notebook ★ 1 5y agoExplain → -
awair_open_data
Repository of air quality data from Awair devices
★ 1 5y agoExplain → -
course-nlp ⑂
A Code-First Introduction to NLP course
★ 1 6y agoExplain → -
course-v3 ⑂
The 3rd edition of course.fast.ai
★ 1 6y agoExplain → -
pytest_demo
No description.
Python ★ 1 7y agoExplain → -
TimeRanges
Manipulate and modify lists of datetime ranges
Python ★ 1 7y agoExplain → -
eigent ⑂
Eigent: The Open Source Cowork Desktop to Unlock Your Exceptional Productivity. Local and Free Alternative to Claude Cowork.
★ 0 2mo agoExplain → -
alex000kim
No description.
★ 0 3mo agoExplain → -
skypilot-mcp
MCP server for SkyPilot. Lets LLMs manage cloud clusters, jobs, and storage through the Model Context Protocol.
Python ★ 0 3mo agoExplain → -
verl ⑂
verl: Volcano Engine Reinforcement Learning for LLMs
Python ★ 0 9mo agoExplain → -
ml-cookbook ⑂
No description.
★ 0 8mo agoExplain → -
landscape ⑂
🌄 The Cloud Native Interactive Landscape filters and sorts hundreds of projects and products, and shows details including GitHub stars, funding, first and last commits, contributor counts and headquarters location.
★ 0 8mo agoExplain → -
nanochat ⑂
The best ChatGPT that $100 can buy.
Python ★ 0 8mo agoExplain → -
openai-cookbook ⑂
Examples and guides for using the OpenAI API
Jupyter Notebook ★ 0 10mo agoExplain → -
Mac-Activity-Logger
No description.
Python ★ 0 2y agoExplain → -
bert-for-laptops ⑂
A BERT that you can train on a (gaming) laptop.
★ 0 2y agoExplain → -
koala_data_pipeline ⑂
The data processing pipeline for the Koala chatbot language model
★ 0 3y agoExplain → -
qlora ⑂
QLoRA: Efficient Finetuning of Quantized LLMs
★ 0 2y agoExplain → -
chatgpt-prompt-engineering ⑂
Jupyter code notebooks of "ChatGPT Prompt Engineering for Developers" by DeepLearning.AI and OpenAI.
★ 0 3y agoExplain → -
deepsleepnet ⑂
A PyTorch implementation of the the paper (DeepSleepNet: a Model for Automatic Sleep StageScoring based on Raw Single-Channel EEG)
★ 0 6y agoExplain → -
dlwpt-code ⑂
Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.
★ 0 5y agoExplain → -
twitoff-app
No description.
Python ★ 0 5y agoExplain → -
pytorch-coviar ⑂
Compressed Video Action Recognition
Python ★ 0 8y agoExplain → -
3D-ResNets-PyTorch ⑂
3D ResNets for Action Recognition (CVPR 2018)
Python ★ 0 7y agoExplain → -
nvidia-dynamo-skypilot
No description.
★ 0 9mo agoExplain → -
aws_batch_demo_embeddings
No description.
Python ★ 0 9mo agoExplain → -
redisvl-skypilot
No description.
Python ★ 0 9mo agoExplain → -
verl_skypilot
No description.
★ 0 10mo agoExplain → -
llm-api-inference-benchmark
No description.
Python ★ 0 1y agoExplain → -
multi-node-llm-finetuning-skypilot
No description.
★ 0 1y agoExplain → -
openai-function-calling-demo-sqlite
No description.
Jupyter Notebook ★ 0 2y agoExplain → -
complete-javascript-course ⑂
Starter files, final projects, and FAQ for my Complete JavaScript course
★ 0 2y agoExplain → -
micrograd ⑂
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
★ 0 2y agoExplain → -
danswer-docs ⑂
No description.
★ 0 2y agoExplain → -
youtube-bookmarker-starter-code ⑂
No description.
★ 0 2y agoExplain → -
llm-repo-loader
Dump git repo into a text file to use with LLMs
Shell ★ 0 2y agoExplain → -
test-dvc-repo
No description.
★ 0 3y agoExplain → -
iterative-hackathon
No description.
HTML ★ 0 3y agoExplain → -
magnetic-tiles-defect ⑂
Demo Computer Vision Project
★ 0 3y agoExplain → -
nlp_webinars
NLP webinar materials
Jupyter Notebook ★ 0 4y agoExplain → -
cv_fastai
Common computer vision tasks solved with fastai
Jupyter Notebook ★ 0 5y agoExplain → -
fastbook ⑂
Draft of the fastai book
Jupyter Notebook ★ 0 5y agoExplain → -
northwindb
No description.
★ 0 5y agoExplain → -
wearables ⑂
No description.
★ 0 6y agoExplain → -
pytest-tutorial
No description.
Python ★ 0 5y agoExplain → -
DS-Unit-4-Sprint-2-Neural-Networks ⑂
No description.
★ 0 6y agoExplain → -
DS-Unit-3-Sprint-1-Software-Engineering ⑂
Software Engineering and Reproducible Research for Data Science
Python ★ 0 5y agoExplain → -
DS-Unit-4-Sprint-3-Deep-Learning ⑂
No description.
★ 0 5y agoExplain → -
DS-Unit-4-Sprint-1-NLP ⑂
No description.
★ 0 6y agoExplain → -
DS-Unit-2-Applied-Modeling ⑂
No description.
★ 0 6y agoExplain → -
DS-Unit-2-Kaggle-Challenge ⑂
No description.
★ 0 6y agoExplain → -
DS-Unit-2-Linear-Models-1 ⑂
No description.
Jupyter Notebook ★ 0 6y agoExplain → -
data-science-interviews ⑂
Data science interview questions and answers
★ 0 6y agoExplain → -
mattermost-heroku ⑂
Run Mattermost on Heroku
Shell ★ 0 6y agoExplain → -
DS-Unit-3-Sprint-2-SQL-and-Databases ⑂
SQL and Databases for Data Science
Jupyter Notebook ★ 0 6y agoExplain → -
DS-Unit-1-Sprint-3-Linear-Algebra ⑂
No description.
Jupyter Notebook ★ 0 6y agoExplain → -
DS-Unit-1-Sprint-4-Linear-Algebra ⑂
No description.
Jupyter Notebook ★ 0 6y agoExplain → -
DS-Unit-1-Sprint-3-Statistical-Tests-and-Experiments ⑂
Notebooks, assignments, and sprint challenge for Data Science Unit 1 Sprint 4
Jupyter Notebook ★ 0 6y agoExplain → -
DS-Unit-1-Sprint-2-Data-Wrangling-and-Storytelling ⑂
No description.
Jupyter Notebook ★ 0 6y agoExplain → -
DS-Unit-1-Sprint-1-Dealing-With-Data ⑂
Notebooks, assignments, and sprint challenge for Data Science Unit 1 Sprint 1
Jupyter Notebook ★ 0 6y agoExplain → -
DS-Unit-2-Tree-Ensembles ⑂
No description.
Jupyter Notebook ★ 0 6y agoExplain →
No repos match these filters.